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We’re partnering with multiple national teams ahead of soccer’s biggest global showdown.
The countdown to a summer of unforgettable soccer is officially on! This year, we're helping fans explore the tournament, find inspiration and get closer to the action b… The “Avengers” of Windows app development are assembling to fix Windows 11
STALKER 2 just got a big Xbox feature ahead of its new Cost of Hope DLC — new details about the expansion have me excited to return to The Zone
Hunters of 2-in-1 laptops with stylus pen support for crafting digital art are in luck — this solid 3K AMOLED PC will fit your needs at a 29% discount
Qualcomm-based PC sales have "experienced explosive growth," according to a new report — and the platform could save a struggling entry-level PC gaming market
OpenAI Sora dead, new funding "Ponzi scheme" ... is the end of OpenAI nigh, and will Microsoft end up picking up the pieces?
(PR) Intel Core Ultra 200S Plus Series Processors Available on iBUYPOWER Gaming PCs
Compatible with Intel 800 Series chipset-based motherboards, the Intel Core Ultra 200S Plus series processors deliver up to 15% faster geomean gaming performance -- versus existing Core Ultra Series 2 desktop CPUs -- and up to 103% more multithreaded performance compared to similar CPUs in its class. With the new platform utilizing all-new software that simplifies initial set-up and performance acquisition, the Intel Core Ultra 200S Plus processors are ideal for everyday gamers and creators that crave max value with real performance.
Marathon Sales Estimated at 1.2 Million—Steam Leads the Pack With Two Thirds of Sales
The researchers also looked into the correlation between Bungie's previous games and Marathon, and it seems as though the developer's reputation may have been a substantial driving force for Marathon players. As many as 78.2% of Marathon's Steam players had previously played Destiny 2, while 62.7% had played Helldivers 2, and 55.9% played Arc Raiders—although it should be noted that all three titles had colossal player counts, so some of this may be pure coincidence, and some of it could also be attributed to Steam's recommendation algorithms, which would be more likely to show Marathon to fans of similar Bungie games. There have also been rumors of Marathon potentially launching on last-gen Xbox and PlayStation consoles, but nothing has been confirmed regarding that release just yet.
Reddit cracks down on bots with new labels and human verification
The move comes just weeks after social aggregator Digg, which once aimed to rival Reddit, shut down its app, citing an inability to control a surge of bots. Reddit, by contrast, appears determined to tackle the problem head-on.
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HushAsk – Anonymous Slack questions and feedback backed by cryptography
Seatlr – Enter your flight and join your city chat room
Seatlr connects travelers heading to the same city in shared chat rooms. Enter your flight to join a city-wide space that covers all airlines, see who's online, and start group or private conversations using nicknames for privacy. Seatlr provides on-device translation in 59 languages, 24-hour auto-delete for all posts and messages, and multi-airline coverage across thousands of destinations to help you meet, chat, and plan activities together.
Our favorite web hosting company is providing access to AI's latest superstar for free: One click gets you OpenClaw on Hostinger's shared hosting
The ‘PlayStation Car’ is dead — why Sony and Honda just pulled the plug on their Afeela EV before a single car was delivered
How to watch iHeartRadio Music Awards 2026 for free online from anywhere
‘The fastest mobile platform for web browsing’: Google claims Android is up to 47% faster than iOS in this key metric
'86% report improved productivity': Nearly half of the world's biggest firms lack a critical AI risk framework — and it’s a dangerous gamble
Mastodon is making its decentralized social network easier to use with its latest revamp
Netflix confirms it’s raising prices again
16 of the most interesting startups from YC W26 Demo Day
Make the switch: Bring your AI memories and chat history to Gemini
The Gemini app just made it easier to switch from another AI chat app, without starting from scratch. The Expanse: Osiris Reborn's new trailer reveals gameplay, release date, and best test — it's also confirmed for Xbox Game Pass and Xbox Play Anywhere
Google Search Live expands globally where AI Mode is available

Today, Google released Google Search Live globally where AI Mode is available, for these languages and regions. This brings Search Live to more than 200 countries and territories.
Google credits its new audio and voice model, Gemini 3.1 Flash Live, which it says “delivers even more natural and intuitive conversations.” The “new model is also inherently multilingual, which means that people around the world can now speak with Search in their preferred language,” Google added.
How it works. To use Search Live, open the Google app on Android or iOS and tap the Live icon under the Search bar. From there, you can ask your question out loud to get a helpful audio response, then continue the conversation with follow-up questions or dive deeper with helpful web links. If you want to ask about something in front of you, like how to install a new shelving unit, you can enable your camera to add visual context. This way, Search can see what your camera sees and offer helpful suggestions, plus links to more information on the web.
You can also access Search Live if you’re already pointing your camera with Google Lens — just tap the Live option at the bottom of the screen to have a real-time, back-and-forth conversation about what you see in the real world.
More. Last September, Google made Search Live with video available in the U.S, prior to that, it was an opt in beta and before that it was talk and listen, without video.
Why we care. This is another way users can have conversations with Google’s AI instead of typing queries. Answers could increasingly bypass traditional clicks, and further erode traffic to websites. The inclusion of links (citations at the bottom) means publishers and brands could still see some benefits, but most searchers likely will have little need or desire to click on those links or dig deeper after getting their answer.
Google PMax gets new exclusions, expanded reporting features

Google is launching new Performance Max controls and reporting: audience exclusions, expanded reporting, and budget forecasting tools.
What’s new. Google announced a mix of “steering updates” and “actionable insights” for PMax:
- First-party audience exclusions: You can exclude customer lists to shift spend toward net-new customer acquisition instead of repeat conversions.
- Budget reporting: A new in-platform report projects end-of-month spend and shows how daily budget changes impact performance.
- Full audience reporting: You get detailed breakdowns by demographics, including age and gender.
- Network segmentation: You can segment placement reports by network, now under When and where ads showed.
Why we care. These updates help address concerns about PMax’s lack of control and transparency. Exclusions help you avoid wasting spend on existing customers, while improved reporting gives you clearer signals for optimization, budgeting, and brand safety decisions.
Google’s announcement. New Performance Max steering and reporting updates coming in 2026
(PR) The Expanse: Osiris Reborn Gets New Gameplay Trailer, Closed Beta in April
The Expanse: Osiris Reborn is a story-driven action RPG set in The Expanse universe with focus on companions, player choices, and dynamic third-person combat. As a Pinkwater Security mercenary who survives a catastrophic incident on Eros, players have to build a team to fight back against Protogen and their experiments. Though the game is set in the same universe as the books and show, it focuses on its own story and characters.
(PR) Hooded Horse Reveals Vaunted, a Sci-Fi Tactical RPG by Former Blizzard Developer
Vaunted throws players into a galaxy where chaos reigns supreme, and a millennium has passed since the fall of the last galactic empire. A galaxy where mercenaries and treasure hunters scrap over priceless imperial relics buried in far-flung ruins. Join dysfunctional frenemies Dyse, Gendril, and Kyvaath as they battle against ruthless rivals, monstrous aliens, and giant robots in search of the ultimate score. That is, if they can get their angry benefactor off their backs!
Nacon Unveils Hunter: The Reckoning - Deathwish, New Action RPG From Teyon
Hunter: The Reckoning - Deathwish immerses players in a dark New York where vampires, werewolves, and other supernatural horrors lurk and scheme in the shadows. Players assume the role of a Hunter, or humans who have discovered the horrifying truth that monsters secretly rule our world and decided to track them down. Players customize their Hunter just like the tabletop RPG, and explore the city at their own pace, searching for clues and side quests that may give them an edge against enemies as powerful as they are dangerous.
(PR) S.T.A.L.K.E.R. 2: Cost of Hope Expansion Launching Summer 2026
It's time to step into a new chapter of a well-known conflict. Duty, one of the oldest factions, sees the Zone as a threat that must be contained and destroyed. On the other side, Freedom believes it's a gift - something to explore and harness for the greater good. For a time, this tension was held together by a fragile peace. But deals like that rarely last. In Cost of Hope, players once again take on the role of Skif, the protagonist of the core game, as he navigates events unfolding alongside Heart of Chornobyl. After installing the DLC, a signal on the PDA will trigger the new storyline as the game unfolds. As always, your choices shape what happens next - and the consequences could affect not just the Zone, but far beyond it.
(PR) Rebellion Announces Alien Deathstorm, New First Person Action Horror Game
In Alien Deathstorm, you play as the Combat Engineer, a highly trained first responder, who has been dispatched to a remote, off-world colony that has suffered a complete loss of communications. Arriving days or potentially weeks ahead of a full rescue fleet, your job is to determine what has caused the colony to fall silent and try to save as many lives as possible.
(PR) NVIDIA GeForce NOW Gets Five New Titles
Hit the Gas
Screamer from Milestone roars back onto the track as a blistering arcade racer that thrives on speed, precision and pure retro attitude. Tight corners and neon‑soaked straights define a style built for thrill seekers who crave the rush of classic '90s racing action. The mix of sharp visuals, snappy handling and roaring engines creates an experience that's equal parts vintage energy and modern muscle. Running on GeForce NOW, Screamer puts pedal to the metal with ultralow latency and buttery‑smooth streaming. In the cloud, every race launches instantly, every drift hits with full force and every victory feels just a little louder.
Super Meat Boy 3D Gets March 31 Launch Date
Super Meat Boy 3D is meant to be a 3D reimagining of the original 2D precision platformer that originally launched way back in 2010, which has sold an estimated 2.6 million+ units, according to conservative estimates. Pricing has not yet been announced for Super Meat Boy 3D, but the original Super Meat Boy still retails for $14.99 16 years after release. The 3D version of the game will require at least an AMD Ryzen 3 3100 or Intel Core i3-10100, 8 GB of memory, and an AMD Radeon RX 6400 or NVIDIA GeForce GTX 1050 Ti or 1650 to play.
Microsoft Works to Expand Dark Theme Support Across Windows 11
We are pushing to get our tools and techniques to the point where we can implement the dark theme in more areas across Windows. No timelines to commit to yet for Regedit. As we make progress in various legacy system panels and dialogs, we will keep improving consistency.
HP wants your next work PC to be an AI assistant
With the rapid rise of autonomous agents like OpenClaw and Anthropic's Claude Work, along with the wide range of opinions about their impact on the future of work, it is not surprising to see renewed interest in workplace PCs. Add to that Intel's recent release of commercial vPro versions of...
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Apple takes on Microsoft 365 and Google Workspace with new business platform
Set to debut on April 14 in more than 200 countries and regions, Apple Business brings together the company's existing enterprise programs – Apple Business Connect, Apple Business Essentials, and Apple Business Manager. The new service represents Apple's most comprehensive effort yet to provide small and mid-sized companies with integrated...
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UK warns 2G shutdown could leave older devices offline by 2033
In newly issued guidance, UK officials outlined the timeline for shutting down legacy mobile infrastructure. Operators have already switched off 3G services, and 2G is set to follow between 2029 and 2033. Users are being urged to prepare ahead of time, as not all devices will make the transition intact.
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Intel confirms rumored Core Ultra 9 290K Plus has been scrapped — potential Core Ultra 9 285KS Special Edition also off the table as Arrow Lake refresh rolls out
China-Linked Red Menshen Uses Stealthy BPFDoor Implants to Spy via Telecom Networks

How to watch March Madness Sweet 16: Free Streams, TV Channels for 2026 Regional Semis
'I can't believe this is happening': iPhone users are threatening to defect to Android over new iOS age verification push — and I'd do the same
Bluetti Elite 300 portable power station review: A serious step-up in power
Take that hybrid working haters — survey reveals the true scale of how many of us are actually remote working today
Samsung Galaxy S26 Ultra vs Samsung Galaxy S25 Ultra: what's the difference?
How to watch Slovakia vs Kosovo: Free Streams, TV Channels for FIFA World Cup 2026 qualifier semi-final
ChatGPT just made its shopping tools more visual — here are 5 prompts you can try right now for better results
Google Translate’s real-time headphone translations feature expands to iOS and more countries
OpenAI abandons yet another side quest: ChatGPT’s erotic mode
Data centers get ready — the Senate wants to see your power bills
Defense startup Shield AI lands $12.7B valuation, up 140%, after US Air Force deal
Google Takes Search Live Global With Gemini 3.1 Flash Live
Google expands Search Live to 200+ countries, powered by its new Gemini 3.1 Flash Live model with multilingual voice and camera search in AI Mode.
The post Google Takes Search Live Global With Gemini 3.1 Flash Live appeared first on Search Engine Journal.
Nixxes releases PC Patch 1.1 for Death Stranding 2: On the Beach
PC Patch 1.1 has landed for Death Stranding 2 Death Stranding 2: On the Beach has received PC patch 1.1, which adds new performance optimisations and fixes to the game. This includes a bug that prevented PC gamers from accessing Death Stranding 2’s VR Training Missions, and another that prevented Steam Friends from loading in […]
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The surprising photographers behind Google screensavers
Get the origin story behind the stunning wallpapers you see on Google TV Streamer, Nest Hub and other Google TV devices. Watch James Manyika talk AI and creativity with LL COOL J.
Wuthering Waves has been confirmed for Xbox and Xbox Game Pass — this popular Genshin Impact-like action-RPG will also be an Xbox Play Anywhere title
Everything announced at the Xbox Partner Preview March 2026 — SEGA, Xbox Game Pass, Xbox Play Anywhere, and more
Right now is a terrible time to buy a Microsoft Surface — here's why
Automated traffic is growing 8x faster than human traffic: Report

Automated traffic grew 23.5% year over year in 2025 — about eight times faster than human traffic, which rose 3.1%, according to HUMAN Security’s State of AI Traffic report.
- AI-driven traffic appears to be a major contributor to that growth, with average monthly volume increasing 187% year over year, while traffic from AI agents and agentic browsers (e.g., OpenAI’s Atlas, Perplexity’s Comet) grew nearly 8,000% year over year.
- Automated traffic is defined in the report as: “All internet traffic generated by software systems rather than human users, including traditional automation such as search engine crawlers, monitoring bots, and conventional scraping tools, as well as AI-driven traffic.”
- This report follows Cloudflare CEO Matthew Prince’s prediction that bots could overtake human web usage by 2027.
Why we care. Search is increasingly shaped by more than human queries, crawling, and indexing. AI agents now participate in discovery, comparison, and transactions — within Google’s evolving results and across AI-driven interfaces.
The details. HUMAN groups AI-driven traffic into three broad categories:
- Training crawlers collecting data for models. They still dominate at 67.5% of AI traffic, but their share is declining as scrapers and agents scale.
- Real-time scrapers that feed AI search and answers. Scraper traffic grew nearly 600% in 2025, driven by AI-powered search and real-time answer engines.
- Agentic AI systems that execute tasks autonomously. Smaller in share, but growing fastest and most disruptive.
AI agents behave more like users. These systems aren’t limited to reading content. They increasingly navigate funnels, log in, and transact. In 2025:
- 77% of observed agent activity (requests) occurred on product and search pages.
- Nearly 9% touched account-level interactions.
- More than 2% reached checkout flows.
About the data. HUMAN analyzed more than one quadrillion interactions (requests/events) across its customer base in 2025, with aggregated, anonymized data from 2022 to 2025. It classified AI-driven traffic into training crawlers, AI scrapers, and agentic AI using user-agent strings, infrastructure signals, and observed behavior, noting limits in self-declared bot identity, which may undercount or misclassify some AI-driven activity.
Bottom line. Traffic is becoming less purely human, and discovery is no longer confined to search engines. Optimization now means deciding which machines can access, interpret, and act on your content.
The report. The 2026 State of AI Traffic & Cyberthreat Benchmark Report
Google-Agent user agent identifies AI agent traffic in server logs

Google introduced a new user agent, called Google-Agent, that signals when AI agents act on users’ behalf, marking an early shift toward agent-driven web interactions.
What happened. Google added Google-Agent to its list of user-triggered fetchers on March 20 and has begun a gradual rollout.
- The Google-Agent user agent identifies requests made by AI agents running on Google infrastructure, including experimental tools like Project Mariner.
How it works. Google-Agent appears in HTTP requests when an AI agent visits a site to complete a user-initiated task.
- Example use cases include browsing pages, evaluating content, or taking actions such as submitting forms.
- This differs from Googlebot and other crawlers, which run continuously in the background without direct user prompts.
IP ranges. Google shared the IP ranges for its desktop agent:
Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; Google-Agent; +https://developers.google.com/crawling/docs/crawlers-fetchers/google-agent) Chrome/W.X.Y.Z Safari/537.36
And the IP ranges for its mobile agent:
Mozilla/5.0 (Linux; Android 6.0.1; Nexus 5X Build/MMB29P) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/W.X.Y.Z Mobile Safari/537.36 (compatible; Google-Agent; +https://developers.google.com/crawling/docs/crawlers-fetchers/google-agent)
Why we care. This lets you identify agent-driven traffic in server logs. You can now distinguish traditional crawl activity from visits triggered by real users through AI agents. That should help you track agent-assisted conversions, understand emerging user behavior, and prepare for agentic search.
What they’re saying. According to Google’s announcement:
- “The Google-Agent user agent is rolling out over the next few weeks, and will be used by Google agents hosted on Google infrastructure to navigate the web and perform actions upon user request.”
What to watch. Early volumes will be low as the rollout continues, but now is the time to establish a baseline. What to do:
- Monitor logs for Google-Agent activity.
- Make sure CDNs and WAFs aren’t blocking the published IP ranges.
- Validate that key site actions, including forms and flows, work for automated agents.
Dig deeper. Google’s releasing Google-Agent: Here’s what to know
Dusk Developer and New Blood CEO Level Harsh Criticisms Against DLSS 5 "At This Rate Why Make Game Art At All?"
Oshry, who later expanded on the interview in a post on Bluesky, opened his comments by asking "First of all, who asked for this!?" and going on to say that DLSS 5 deviates from the original idea behind DLSS 5, which was fundamentally a technology used to increase frame rates using an upscaled image without substantial detail loss. He criticizes NVIDIA for calling a generative AI product DLSS, stating that "they're hiding this Gen AI bullshit behind the DLSS moniker because they think we're stupid," encouraging gamers to push back against the tech and vote with their wallets, "just like we did with NFTs and crypto games." Oshry mentions that one of the common defenses for DLSS 5 is that its optional, but goes on to question where tech like DLSS 5 leads while criticizing NVIDIA for recent hardware trends: "You know what's not optional? Paying more for less—which is what we've been doing with NVIDIA for years now." He continues along this line further down, comparing the tech to the other NVIDIA tech that either flopped or was left by the wayside, like 3Dvision and PhysX, and more modern tech, like RTX and Path tracing, all of which had their merits, questioning the merits of DLSS 5. "This is fundamentally changing the way video games look based on artificial intelligence that's been trained on Instagram models and Epstein memes. Are you serious?" The game developer closes off by sarcastically asking "At this rate, why make game art at all? Why not just draw some shapes and colors and let AI generate what it thinks it should look like? After all, who cares, the only thing that matters is "realism" right?" Oshry's full statement follows.
Ring's new doorbells bring 2K and 4K video to battery models
The most advanced of the new models, the Ring Battery Video Doorbell Pro 2nd Gen, is priced at $249.99 and features 4K video and a 10x digital zoom. The Battery Video Doorbell Plus 2nd Gen, at $179.99, offers 2K video resolution and 6x zoom. A third model, the $99.99 Battery...
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Khleb – Passive automatic nutrition tracking from smartplate and smartglass
Khleb builds a passive nutrition tracking system using smart plateware that captures calories and macronutrients automatically. Its smartplate and smartglass combine spectroscopy, computer vision, and precise weight sensing to determine what and how much you eat, then sync the data to the Khleb app and connected health platforms.
You just eat as usual with no photos, phones, or manual logging, while clinical-grade sensors deliver high-fidelity dietary insights at home.
ShipSignal – Find validated product ideas and reach your first customers
ShipSignal helps founders find validated product ideas and reach their first customers. It scans Reddit, Hacker News, Google Trends, Product Hunt, app stores, and YouTube to surface real demand, then scores opportunities with revenue estimates. ShipSignal delivers deep market intelligence, competitor breakdowns, unit economics, and week-by-week build guides. It also generates targeted lead lists and a go-to-market playbook so you can ship faster and start conversations with buyers on day one.
Meta unveils new SMB platform looking to boost entrepreneurs 'in the prosperity created by superintelligence'
I've found the security toolkit you can get for free with a $20 Amazon gift card from NordVPN
Stalker 2: Heart of Chornobyl's first 'massive nonlinear' expansion, Cost of Hope, launches this summer
I gave myself $100 — can I get a full 'pro PC gamer' set-up from Amazon without breaking budget?
Denmark vs North Macedonia live stream: how to watch FIFA World Cup 2026 qualifier semi-final online from anywhere
Housemarque says it 'hancrafted levels, art, design, and combat encounters' and 'kind of connect them in a procedural matter' to create Saros' ever-changing levels
IKEA just released a super cheap Philips Hue Play Light Bar lookalike, but there's one big drawback
This popular app builder has been hijacked to steal Microsoft account details - here's what we know
I tried Microsoft OneDrive’s AI restyle feature, and now I know what I would look like as a crochet doll
I should hate this camera but I’ve bought it several times — Kodak’s $35 retro keychain camera is so cheap you can’t go wrong
Czechia vs Ireland free streams: How to watch 2026 World Cup playoffs, TV schedule, preview, team news
Italy vs Northern Ireland Free Streams: How to Watch 2026 World Cup PlayOff Semifinal From Anywhere
How to watch Wales vs Bosnia & Herzegovina: Free Streams, TV Info as Craig Bellamy's side look to take a step closer to the World Cup
How to watch Poland vs Albania: Free Streams & TV Channels for World Cup 2026 playoff qualifier
Great news for creators and professionals: This special code will slash the price on Intel’s Core i7 desktop processor with turbo speeds reaching up to 5.6GHz
Yes, you really can save $60 on an Asus motherboard and get a free 512GB Team Group SSD worth $113 — a deal so good I refreshed the page to make sure it was real
Xbox Partner Preview: everything announced at the showcase
These are the biggest risks businesses see around using AI - including the most 'extreme' threats
How to watch World Cup 2026 Qualifying play-offs: Free Streams & TV Channels
Saros developer doesn't think Returnal 'was that hard of a game', but admits that the team 'did pay a lot more attention to the onboarding experience' for its spiritual successor
The Shokz OpenRun Pro 2 are 'excellent for runners' and they've dropped to their lowest price since Black Friday
Sony's new Dolby Atmos soundbar does all the things the Sonos Arc Ultra doesn't, for a lower price — and it's expandable for home theater like Sonos, too
Apple made strides with iOS 26 security, but leaked hacking tools still leave millions exposed to spyware attacks
Google is launching Search Live globally
Google Adds New Performance Max Controls And Reporting Features
Google introduces Performance Max updates, including audience exclusions, budget projections, and expanded reporting to give advertisers more visibility and control over campaign performance.
The post Google Adds New Performance Max Controls And Reporting Features appeared first on Search Engine Journal.
Alleged Nvidia RTX 60 series GPU Specifications Leak
It looks like Nvidia’s RTX 60 series doubles down on path tracing A new leak has unveiled alleged specifications for Nvidia’s RTX 60-series GPUs, along with performance targets. If these rumours are correct, Nvidia’s next-generation RTX graphics cards will use GR20x “Rubin” series silicon with TSMC 3nm silicon. According to Red Gaming Tech, Nvidia’s RTX […]
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Intel confirms that its Core Ultra 9 290K PLUS CPU will not be released
Intel confirms that it’s never going to release its Core Ultra 9 290K PLUS CPU When Intel released its Core Ultra 5 250K PLUS and Core Ultra 7 270K PLUS CPUs (see our review here), a lot of people had a simple question: Where’s the Core Ultra 9 290K PLUS? The simple answer is that […]
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Transform your headphones into a live personal translator on iOS.
Google Translate’s Live translate with headphones is officially arriving on iOS! And we're expanding the capability for both iOS and Android users to even more countries… Announcing the winners of the MedGemma Impact Challenge
The winners of the MedGemma Impact Challenge demonstrated the potential of Google’s open medical models for solving diverse healthcare challenges. Upgrade your creative performance with March’s Demand Gen Drop.
Learn more about our latest Demand Gen Drop and ways to maximize campaign performance in Demand Gen campaigns. Gemini 3.1 Flash Live: Making audio AI more natural and reliable
Gemini 3.1 Flash Live is now available across Google products. Build real-time conversational agents with Gemini 3.1 Flash Live
Google is launching Gemini 3.1 Flash Live via the Live API in Google AI Studio, for building realtime voice and vision agents. Search Live is expanding globally
We’re expanding Search Live globally, to all languages and locations where AI Mode is available. SMX Now: Learn how brands must adapt for AI-driven search

Visibility is no longer just about ranking. It depends on whether your content is discovered, evaluated, and selected in AI-driven search experiences.
We’re kicking off our new monthly SMX Now webinar series on April 1 at 1 p.m. ET with iPullRank’s Zach Chahalis, Patrick Schofield, and Garrett Sussman on how you must adapt.
The session introduces iPullRank’s Relevance Engineering (r19g) framework for executing Generative Engine Optimization (GEO) through an omnichannel content strategy. You’ll learn how AI search uses query fan-outs to discover and select sources, and how to structure content so it’s retrieved, surfaced, and cited.
It also emphasizes that GEO success isn’t universal. It requires testing, tailored strategies, and a three-tier measurement model spanning discovery, selection, and citation impact.
Search Engine Land is proud to be a media partner for iPullRank’s upcoming SEO Week event.
The parts of Performance Max you can actually control

While initially criticized as a black box, Performance Max has evolved into a fairly critical campaign type. With each passing quarter, Google has introduced more functionality and visibility.
Additional reporting is helpful, but what matters is what you can actually act on. While you can’t control everything in Performance Max, there are specific levers that can have a meaningful impact on performance. Here are the parts of PMax you can control and how to use them effectively.
Control what you can: Search terms and placements
One of the most exciting updates in the last year to Performance Max has been the ability to add these campaign-level negative keywords.
In the past, you could contact Google to add these in. It was somewhat cumbersome and involved filling out an Excel doc, forwarding it to Google, and giving them permission to implement.
With the inclusion of the search terms report, we’re now able to select a keyword and quickly add it to the campaign-level negative keyword list, just as we can with a search or shopping campaign.
Another way to optimize PMax is to review and monitor the placements report. Most recently, Google has moved the Performance Max placements report out of the reporting section of the Google Ads account and into the Where ads have shown section at the campaign level. While this makes analysis easier by removing additional steps, we still only have impression-level reporting on placements.
We can use this information to decide whether to add these placements as negative placements at the account level. This is found in Tools > Content suitability > Advanced settings > Excluded placements.
While this isn’t ideal, there’s still useful insight we can glean from this report, such as ads appearing in kids’ programming or driving a high number of impressions from mobile apps.
Use budget signals to improve efficiency
Also located in the When and where ads showed section is the ad schedule. Even if you hadn’t selected an ad schedule when creating the campaign, Google automatically dayparts performance hourly.
Google typically recommends an open ad schedule, but if you have a limited budget, restricting your ad schedule during off-peak or non-converting hours is an excellent way to increase efficiency.
You can do this by creating a campaign-level ad schedule within Campaigns > Audiences, keywords, and content > Ad schedule. Make sure your Performance Max campaign is selected in the top left dropdown menu.
Dig deeper: Top Performance Max optimization tips for 2026
Refine targeting with the right constraints
Demographic exclusions are a relatively new feature at the campaign settings level for Performance Max. Unfortunately, reports for these campaigns are hard to obtain, limiting informed decisions on demographic exclusions.
This functionality is helpful if you’re aware of specific demographics that aren’t actively in the market for specific products or services. To make adjustments, go to Campaign-level settings > Other settings > Demographic exclusions. From here, you can turn on age or gender exclusions:

While PMax initially didn’t even provide device-level reporting, a new feature lets you opt out of serving on certain devices.
If you opt into all device targeting when launching a PMax campaign, you should periodically review device performance and adjust accordingly. This is best done by segmenting at the campaign or asset group level by device. Device-level data is extremely helpful for determining which device is better suited to reach your goal.
Likewise, if you almost always opt out of certain devices when launching a campaign, this data makes it easier to either launch with all device targeting enabled and monitor performance, or add a device you hadn’t initially added to see how it impacts performance. Device-level targeting is also available at the campaign level, under Other settings.

Improve inputs: Creative and AI assets
Ad assets play a large role in the display, YouTube, and Discover network performance of a PMax campaign. For many, there’s still a gap in producing high volumes of quality image and video creative.
While still evolving, AI assets are getting closer to filling these gaps — enabling us to more effectively target these additional networks. As newer iterations of LLMs emerge, this will become a primary way to generate video content and professional-looking images.
Google already offers generative AI image assets from shopping feed products that look relatively impressive. But we’re still a ways out from seeing high-quality AI-generated videos without the well-known glitches we typically see in this type of content.
Dig deeper: How to reduce low-quality leads from Performance Max campaigns
Understand the limits of control in Performance Max
The channel controls report gave more insight into where ads were serving. I have an unpopular opinion on this report. While helpful, there’s little we can do within the campaign to improve performance. Because of this, the report is frustrating.
We’ll likely see channel controls available within Performance Max in the near future — similar to what we already have in Demand Gen campaigns. For now, adjust creative and bids to sway volume within certain networks. To opt out of certain networks completely and focus on shopping, then a feed-only Performance Max campaign will do just that.
Performance Max is evolving from a black box to a critical asset in a marketer’s toolkit. The steady stream of new functionality, from campaign-level negative keywords to detailed placement and ad schedule reports, shows Google’s commitment to providing greater control.
Use these levers — strategic exclusions, device adjustments, and budget-aware scheduling — to move beyond set-it-and-forget-it and run Performance Max campaigns with precision and efficiency.
Hands-on with the new Windows 11 Feedback Hub: What actually changed
Microsoft provides much needed update on Windows 11's dark mode in refreshing moment of transparency
Scythe Releases Magoroku Dual-Tower CPU Cooler
Cooling is handled by six 6 mm nickel-plated heatpipes feeding into the dual-tower heatsink. The cooler weights 1,036 g with the fan installed, putting it in line with other budget-oriented dual-tower designs. A thin vibration-dampening rubber layer is also included on each of the fans. Compatibility includes Intel LGA 1851, 1700, 1200, and 115x platforms, alongside AMD AM4 and AM5. The Scythe Magoroku is scheduled to go on sale starting April 10th, priced at ¥4,980 (tax included) or about $32 (at the current exchange rate), right in the affordable market segment.
Apple could answer Samsung Galaxy challenge with a 200MP iPhone camera
According to a post from leaker Digital Chat Station on Weibo, supply chain insiders say that Apple is testing a 200MP camera with a 1/1.2-inch sensor. That's larger than the 1/1.3-inch 200MP ISOCELL unit in the Galaxy S26 Ultra and other companies' flagships, meaning Apple's version should capture more light...
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Sony and Honda pull the plug on $90,000 Afeela EV as electric dreams stall
The cancellation marks the latest retreat in a broader industry pullback from electric vehicle programs, as automakers grapple with falling demand, shifting regulations, and rising costs. More than a dozen global carmakers have already delayed or abandoned their all-electric goals, reversing commitments made when government incentives and climate policies favored...
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AMD makes the flagship Ryzen 9 9950X3D2 official — first dual-cache X3D CPU arrives in April, with 208MB cache, 200W TDP, promising modest performance gains
Where to buy Intel's Core Ultra 5 250K Plus and Core Ultra 7 270K Plus — grab these impressive Arrow Lake Refresh CPUs from these retailers, starting from $219
Intel's upcoming 'Wildcat Lake' low-power series breaks cover in Geekbench listing — 'Core 3 304' is twice as fast in single-core performance versus last-gen
US Senators call for a halt to Nvidia GPU exports in the wake of the Super Micro scandal — looming Chip Security Act may put a wrench into Huang's China ambitions
Dusk AI – Chat with AI companions who remember you and build lasting bonds
Dusk AI offers AI companions with real long-term memory so your chats persist and characters remember you over time. Choose from personas across romance, fantasy, and more, and build ongoing relationships that carry details from every conversation. It adapts to your preferences and saves context after dark, letting you roleplay and explore stories that grow with you.
Murlyn – Simulate how every stakeholder reacts to any high-stakes document
Murlyn is a decision intelligence platform that lets you paste any high-stakes document and simulate how each stakeholder will respond. You can build a panel by role, seniority, deal size, and industry, watch reactions in real time, surface objections and blind spots, and get an AI rewrite that holds up in the room. Teams use it for cold emails, proposals, board decks, job offers, and competitive analysis, with plans for solo users to enterprises.
Sorry, my 'best budget mini PC' may be in the Amazon Spring Sale — but I can't recommend it when the M6 Ultra is discounted too
Bad news skeptics - GitHub says it will employ user data to train its AI after all
Want to upgrade your Philips Hue setup? Now's the time to do it — starting with this 5-star gadget that we called 'a seriously bright idea'
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Quordle hints and answers for Friday, March 27 (game #1523)
A huge new update for Dying Light: The Beast has arrived, making the zombie title 'almost incomparable to the game that was released in September'
NYT Strands hints and answers for Friday, March 27 (game #754)
NYT Connections hints and answers for Friday, March 27 (game #1020)
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AMD unveils its high-performance AMD Ryzen 9 9950X3D2 Dual Edition CPU
AMD officially unveils its Ryzen 9 9950X3D2 Dual Edition CPU AMD has today announced its Ryzen 9 9950X3D2 Dual Edition CPU, the company’s first-ever consumer-grade CPU featuring 3D V-Cache across all CPU chiplets. This CPU has 192MB of total L3 cache. This accelerates the performance of many workloads by keeping more data on chip, reducing […]
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Report: Clickout Media turned news sites into AI gambling hubs

A company called Clickout Media is being called out for buying trusted news and niche sites, replacing them with AI-generated gambling content, and abandoning them after Google penalties. Some call this “parasite SEO,” but to me it sounds more like large-scale search spam.
What’s happening. The company acquired sports, gaming, and tech sites, then rapidly shifted them from editorial coverage to casino and crypto content, PressGazette reported.
- Sites were stripped of original reporting, filled with AI-written articles, and used to push offshore gambling links, according to former employees.
How it works. The strategy relies on buying domains with existing authority, then exploiting their ability to rank in Google. Content typically followed a pattern:
- Legitimate coverage continues briefly to preserve credibility
- Gambling content is introduced and scaled
- AI-generated articles and fake author profiles replace human writers
- Revenue comes from affiliate deals with casino operators, sometimes tied to player losses
The impact. Several previously active publications now appear deindexed, with layoffs and closures following. In some cases, even charity websites were repurposed to host gambling content.
What they’re saying. Google prohibits publishing content at scale for the primary purpose of manipulating rankings. It refers to extreme cases like this as “site reputation abuse,” a violation that can trigger manual actions and removal from Google’s index and search results.
- “While we aren’t able to comment on a specific site’s ranking on Search, our policies prohibit publishing content at scale for the primary purpose of manipulating search rankings,” Google said about this case.
Why we care. This isn’t SEO in any meaningful sense. It’s reputation abuse designed to game rankings at scale.
The report. The SEO parasites buying, exploiting and ultimately killing online newsbrands by Rob Waugh at PressGazette.
How to use first-party data to find high-impact content ideas

Like it or not, everyone is fishing in the same pond. As content marketers and SEO practitioners, we all have the same subscriptions to Semrush and other SEO tools, giving us access to the same data as our competitors.
If we all have the same tools, aren’t we just writing the same content?
There’s a better way.
You may be sitting on a wealth of data about your target audience and your existing customers, and you don’t even know it. These insights are invisible to your competitors, yet they’re unread, unanalyzed, and underutilized by the marketing team.
The problem: Third-party tools can create an over-commoditized content echo chamber
While SEO toolsets are invaluable (and I’ll always be using one, pretty much daily, for the rest of my career), they aren’t a failsafe way to ensure you’re creating the best content for your audience. These tools measure existing search demand through their own data, giving the best estimate of keyword traffic and search results.
However, when these aren’t viewed through the lens of your own customers, the result can be content that’s oversaturated in your market, overwhelming anyone looking for help or answers online.
When your content isn’t unique to your current or target audience, your organization and its offerings may get lost in the sea of SEOs and content strategists at your competitor organizations, who are trying to follow the same best practices and strategy.
It’s time to better utilize your own data to implement content campaigns that drive interest from the very audience that’s already shown a proven interest.
What first-party data actually is
For the purposes of this article and marketing content creation, first-party data is any data from current, potential, or past customers that’s only accessible internally. The top “5 goldmines” where I’ve consistently found nuggets of content foundations and insight are:
- Internal site search queries: What visitors couldn’t find on your site, but keep searching for.
- Sales call transcripts: The exact language and questions prospects say before they buy.
- CRM data: Spotting patterns in deal stages, objections, and lost deals.
- Support tickets: The issues and questions your product or service keeps failing to answer, leading to frustrated customers.
- Email replies and metrics: What the audience actually responds to versus what they ignore.
These five areas are a great place to start collecting and utilizing first-party data to its full potential.
Dig deeper: How to harness the power of data gathering for SEO
Why this data wins
This data is key to better, more-targeted content marketing for three reasons.
It’s proprietary
This data is confidential and only available to your internal team. Often, it’s not even accessible to everyone and may require favors from data analysts or web developers to pull. That’s what makes it so unique. Competitors can’t find or replicate it, no matter what SEO tools they have.
It reflects real buyer language
This relates to the “curse of knowledge” cognitive bias, where you know so much about a topic that you assume others do as well. One of my favorite examples is the “facial tissue” market. You may know facial tissue as “Kleenex,” even though that’s technically a brand name for a type of facial tissue.
With many consumers using a competitor’s brand name colloquially, how do competitors refer to their own product? Because most people likely aren’t searching “facial tissue” with the intent to buy, it’s up to manufacturers to determine the language their audience uses to find alternatives.
Even though employees at XYZ Tissue Co. know the product is technically “facial tissue,” that doesn’t mean their customers do.
It maps to your full marketing funnel
While third-party keyword data usually skews to the top of the funnel, first-party data captures mid- and bottom-funnel content gaps that drive conversions and brand loyalty, not just traffic.
How to get content ideas from first-party data: The specifics
We know these data sources are valuable. So, how do we use them? Let’s break it down.
Internal site search
Site search is one of my favorite sources of insight and inspiration. It’s active, ongoing, real-time data showing how your target audience is trying to interact and engage with you through internal site search. No matter what the data looks like, it can hold a wealth of information about what content your users expect to find on your website.
If you don’t have site search on your website, you can create it using Google’s programmable site search feature. While it will provide internal site search data, it may also display ads or external results on users’ results pages.
To use site search effectively, export the queries monthly, clean the data to remove spam, then cluster by theme (such as product collections or service offerings). Finally, run it through keyword research tools to flag anything with high keyword volume and low competition that’s missing from your site.
Bonus: For products or services your customers are searching for that don’t exist, it might be useful to send that data to the R&D department for potential new offerings to consider.
Dig deeper: Why internal site search can be your competitive edge in enterprise SEO
Sales calls and CRM data
Use a service like Gong, Chorus, or manual transcriptions from sales calls and CRM data to look for recurring needs, questions, and objections across customers from all stages of the purchasing funnel.
If, for instance, you see continued resistance to your enterprise SaaS analytics platform due to the long onboarding process, consider creating a time-bound, step-by-step guide that makes it painless for anyone to switch analytics platforms. This can be great collateral for the sales team to address popular objections.
In the CRM, you can also filter lost deals by reason. For instance, finding “went with competitor” + common objection could lead to a comparison or differentiation article that highlights your features vs. the competitors you keep losing deals to.
Besides reviewing the data, ask the sales team directly on a call or email about their most common objections. Because they’re constantly in communication with potential customers, they’ll likely know immediately the top objections they receive regularly.
Support tickets
The support team can also be an invaluable resource. In addition to asking the support team directly what problems they solve for customers on a daily basis, look in your customer support ticket queue and dashboard to find old and new tickets with recurring issues (your top 10 most common complaints are probably content gaps you need to address ASAP).
An explainer blog post, knowledge base article, or PDF guide that tackles the issue from an actionable angle can not only give you more content to promote, but also help the support team with materials to share with your customers.
Email replies and metrics
Depending on the industry, your email lists’ reply inboxes may be exploding with valuable customer data. At a supplements company I worked at, we regularly received customer responses to our email marketing campaigns. They asked questions about products, gave suggestions, and even offered enthusiastic reviews we could feature on our website.
You can also look at the metrics.
- If your monthly newsletter is the highest-performing email, should you increase it to a biweekly newsletter?
- If your product features never get high conversions, is that because of the content, or are they more interested in value-focused blog posts and videos?
Dig deeper: How to apply ‘They Ask, You Answer’ to SEO and AI visibility
The first-party advantage
Don’t take your first-party data for granted. Build automated pipelines for report generation, conversation follow-ups, and content creation from these sources to build momentum around the topics your audience most wants to hear.
While competitors can copy your articles, they can never copy your customer conversations. Try it out this week: audit a first-party data source and see what content ideas you can find.
Google updates structured data for forum and Q&A content

Google expanded its structured data support for forum and Q&A pages, adding properties that help you signal reply threads, quoted content, and whether content is human- or machine-generated. The update aims to reduce how Google misreads discussion and Q&A content.
What changed. Google’s QAPage docs now support commentCount and digitalSourceType. DiscussionForumPosting docs now support sharedContent plus the same commentCount and digitalSourceType.
The details. In Q&A markup, you can use commentCount on questions, answers, and comments to show total comments even if not fully marked up. answerCount + commentCount should equal total replies of any type.
How it works. digitalSourceType lets you flag whether content comes from a trained model or simpler automation. Use TrainedAlgorithmicMediaDigitalSource for LLM-style output and AlgorithmicMediaDigitalSource for simpler bots. If omitted, Google assumes human-generated content.
What’s new for forums. sharedContent lets you mark the primary item shared in a post. Google accepts WebPage, ImageObject, VideoObject, and referenced DiscussionForumPosting or Comment, including quotes or reposts.
Why we care. This gives you more precise control over how Google reads modern community content — especially forum-heavy sites, support communities, UGC platforms, and Q&A sections. Google can better distinguish answers from comments, count partial threads across pagination, and identify when a post mainly shares a link, image, video, or quoted reply.
The documentation. It was updated March 24.
AMD's Ryzen 9 9950X3D2 Dual Edition chip is official — 208MB of cache, 200W TDP, and a huge boost to gaming and productivity performance
Samsung Browser finally launches on Windows — a dark horse pick for your next browser
The $30 Xbox Game Pass problem could be fixed without dropping the price
Satechi Launches Wired Slim LX3 Keyboard and Slim LX Mouse Series
Both come in Silver or Space Black and are available now at the Satechi website and select retailers. The Slim LX3 keyboard is $49.99, while Satechi Slim LX mouse is $24.99.
AMD Announces Ryzen 9 9950X3D2 Dual Edition Desktop Processor with 192 MB L3 Cache
The AMD Ryzen 9 9950X3D2 Dual Edition is positioned to be a 16-core Zen 5 Flagship part, and to ensure the chip has not just the most cache, but also the highest possible clock speeds in the series, and retain its overclocking capabilities, AMD expanded the TDP of the processor to 200 W—the highest ever for an AMD Ryzen part. AMD is offering gaming performance rivaling its latest Ryzen 7 9850X3D part, but with significantly improved productivity performance in applications with large cached data-sets, such as software development, AI training and inferencing, and video production. The company's first-party productivity benchmarks show the 9950X3D2 post significant single-digit percentage gains over the 9950X3D. AMD did not announce price, but said that the 9950X3D2 Dual Edition will be available from April 22, 2026.Known specifications of the Ryzen 9 9950X3D2 Dual Edition follow.
(PR) Samsung Display Develops QuantumBlack, a Low-Reflection, High-Durability Film for QD-OLED Monitors
Samsung Display announced the development of 'QuantumBlack,' a low-reflection and high-durability film that reduces light reflection by 20% compared to the company's previous film and increases panel hardness to 3H. The company confirmed that this technology will be fully applied to all new QD-OLED monitor products launched this year. To highlight the unique value of this technology, Samsung Display named it 'QuantumBlack ' and recently completed trademark registration.
Intel Officially Confirms: Core Ultra 9 290K Plus Won't be Released
Florian Maislinger, Tech Communication Manager, Intel GermanyIntel is excited to deliver exceptional value with our Intel Core Ultra 200S Plus series processors. The Intel Core Ultra 7 270K Plus and Intel Core Ultra 5 250K Plus are positioned to deliver outstanding gaming performance and incredible value compared to our competition. Our objective was to maximize performance for the desktop SKUs that are most widely available. As a result, Intel is not launching a U9 290K Plus SKU.
(PR) Corsair Launches Next-generation MM Mousepad Family, with the MM Glass Large as its Flagship
(PR) Perixx Launches PERIMICE-719R/RX: A Rechargeable Ergonomic Vertical Mouse Designed for Smaller Hands
At the core of the PERIMICE-719 Series is its ergonomic vertical design, which keeps the wrist in a neutral, upright "handshake" position. This helps reduce strain and discomfort compared to a traditional mouse, making it a practical solution for long hours of work, whether in office environments or home setups.
(PR) Espressif Unveils ESP32-S31 Dual-Core RISC-V SoC with Wi-Fi 6 and Bluetooth 5.4 Capabilities
ESP32-S31 delivers comprehensive wireless connectivity by combining Wi-Fi 6 (802.11ax) in 2.4 GHz band, Bluetooth 5.4 with both Bluetooth LE (Low Energy) and Classic (BR/EDR) support, plus an IEEE 802.15.4 radio enabling Thread and Zigbee protocols for diverse IoT applications. ESP32-S31 will provide a seamless support for Matter protocol over Wi-Fi as well as Thread radio.
Claude Extension Flaw Enabled Zero-Click XSS Prompt Injection via Any Website

Masters of Imitation: How Hackers and Art Forgers Perfect the Art of Deception

ThreatsDay Bulletin: PQC Push, AI Vuln Hunting, Pirated Traps, Phishing Kits & 20 More Stories

It's not just memory anymore: AI data centers are taking all the CPUs, too
PC and server manufacturers recently informed Nikkei Asia that they are no longer receiving enough processors from Intel and AMD to satisfy demand. Server and OEM PC manufacturing could face delays, and prices might rise by 10% to 15%.
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Trump names Jensen Huang, Mark Zuckerberg, and Sergey Brin for tech advisory council
The high-profile appointments mark a clear pivot for Trump's second-term tech strategy – one centered on aligning the private sector's most powerful figures with national goals around artificial intelligence, cryptocurrency, and emerging industrial policy.
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GitHub Copilot will use your data for AI training by default, but you can opt out
GitHub describes this training data as inputs, outputs, code snippets, and associated context, but the fine print goes into more detail. According to the company, it can also include code surrounding the cursor, comments and documentation, file names, repository structure, navigation patterns, chats with Copilot features, and even thumbs-up or...
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OLED monitor sales surged 92% in 2025 — Asus led with 2.7 million units shipped as gamer-friendly panel tech goes mainstream
Class action alleges Nvidia hid more than $1B crypto-GPU income within its gaming revenues — investor lawsuit concerns business spanning 2017 and 2018
Super Micro shareholders sue company over securities fraud after AI chip smuggling bust — furious investors claim company concealed dependence on illicit sales to China
Gigabyte Aero X16 Review: Capable hardware, compromised experience
Docusign promises 'a new generation of smarter, actionable contracts' with AI-powered review and approval tools
The LiberNovo Omni office chair is 'something very different' and we absolutely loved it — now it's massively dropped in price at Amazon
'A sophisticated threat that is quietly reshaping the economics of digital fraud': How hackers are employing virtual cloud phones to power major scams
I've looked through literally hundreds of listings in the Newegg Spring Sale — these are the 12 best deals on PCs, laptops, components, and more
HBO Max dropped the Harry Potter TV show trailer ahead of its UK launch — and the show's magical release date will delight Potterheads
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ASUS ROG brings next-level gaming to DreamHack 2026 with AMD
ASUS is going large at DreamHack 2026 with its AMD-powered hardware ASUS ROG will be at DreamHack 2026 this weekend in Birmingham (March 27th-29th), where the company will host a massive “Free-to-Play Gaming Zone” with ASUS AMD/Radeon-powered systems and ROG OLED monitors. At DreamHack, ASUS will showcase its latest hardware. This includes ASUS’ first public […]
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How GSC’s branded query filter changes SEO reporting and analysis

In November 2025, Google solved a persistent SEO reporting challenge: separating branded from non-branded search performance directly in Google Search Console (GSC). The feature is now fully rolled out to eligible properties.
For years, we’ve relied on regular expression (regex) filters, custom dashboards like Looker Studio, or third-party tools — approaches that were often inconsistent and difficult to maintain. Now, GSC’s branded query filter brings that capability natively into one of the most widely used organic reporting platforms.
With this shift, a key gap in SEO reporting becomes easier to address — along with some of the assumptions behind it. Brand demand and discovery can now be evaluated independently, improving performance interpretation and enabling clearer, more defensible reporting grounded in first-party data.
How GSC’s branded query filter works
At its core, the feature does exactly what it promises. It automatically filters queries into:
- Branded queries (queries containing recognized brand terms).
- Non-branded queries (all remaining discovery queries).

The filter appears directly in:
- Performance > Search results > + Add filter > Query.
- Query groups.
- API-accessible data exports.
Together, these features enable:
- Grouping queries by topic or intent.
- Filtering those groups by branded versus non-branded.
- Building layered reports without external processing.
Dig deeper: Google expands Search Console branded queries filter to all eligible sites
Why branded vs. non-branded reporting has been inconsistent
Separating branded from non-branded search performance isn’t new. What’s changed is how practical it is to do consistently.
Historically, we’ve built this segmentation manually using:
- Regex rules in GSC performance reports.
- Keyword tagging in third-party rank-tracking tools.
- Custom dashboards pulling from GA4 or BigQuery.
- Query classification via exports.
These approaches worked, but they were fragile and difficult to maintain at scale. Common challenges included:
- Character limits on regexes.
- International sites with language variants.
- Misspellings that would slip through.
- No shared standard for what counts as a branded term.
Without a consistent framework, segmentation varied by team, tool, and implementation — making it difficult to rely on as a repeatable reporting practice. When data is difficult to access, it doesn’t shape everyday decisions.
GSC’s branded query filter doesn’t make third-party tools obsolete. They remain valuable for competitor brand analysis. GSC becomes the authoritative source for first-party branded performance, while cross-tool comparison shifts from a workaround to a validation step.
The center of gravity shifts back to GSC — right where we want it.
Why SEO performance looks different when you split the data
Branded traffic is both a signal of brand awareness and a high-converting traffic source. It also skews performance when blended with non-branded data.
Without segmentation, reporting often leads to misleading narratives:
- “Our organic CTR is improving” (driven mostly by branded growth).
- “I’m seeing rankings as stable” (while non-branded discovery is declining or vice versa).
- “Traffic was flat year-over-year” (masking rising/declining brand demand).
These patterns make it difficult to understand what’s actually driving performance.
Separating branded and non-branded data allows you to distinguish between brand demand and discovery and evaluate each on its own terms. It also makes it easier to answer key questions:
- Are we growing brand demand or non-branded reach?
- Is our content strategy increasing non-branded visibility?
- If nothing else, is the current strategy working as it should be?
Dig deeper: SEO analytics: How to interpret SEO data and anomalies
How branded vs. non-branded data reveals what’s really happening
Measuring brand health
Branded search trends are among the clearest signals of brand awareness and trust. Monitoring organic performance for branded terms can surface gaps and opportunities across other channels.

For example, using a regex filter to isolate branded performance, this ecommerce property shows clear year-over-year declines over the last three months. That raises important questions:
- Has search demand for the primary branded term increased or decreased?
- Was paid search spend for branded terms adjusted?
- Are there social, video, or PR opportunities that aren’t being fully leveraged?

In this case, further analysis using tools like Keyword Planner (via Google Ads), Google Trends, and third-party keyword platforms showed a 12% year-over-year decline in branded search demand. That contributed to a 32% decrease in branded clicks.
There are additional factors worth exploring — including paid spend and brand sentiment — but isolating branded performance helps pinpoint where to investigate next.
Interpreting performance correctly
Non-branded queries typically drive the majority of organic traffic, while branded queries make up a smaller share but convert at significantly higher rates. These differences reflect user intent.
Searches that include a brand name are usually navigational or transactional, while non-branded queries signal discovery.
As a result, impressions, clicks, CTR, and conversions behave differently across branded and non-branded segments.
Searches that include a brand name often indicate intent to visit that brand’s website (see the ecommerce property CTR comparison chart below). Because of this, branded queries are considered bottom-of-funnel and more likely to convert.

Efficiency, strategy, and measuring discovery
Non-branded performance remains the clearest proxy for:
- Topical authority.
- Content effectiveness.
- Organic discovery and reach.
Tracking non-branded visibility separately allows teams to answer:
- Are we reaching new users?
- Is our content strategy expanding keyword footprints?
- Did recent core algorithm updates, which typically create keyword volatility, impact non-branded traffic?

In the ecommerce example above, non-branded impressions dropped sharply around Sept. 12, 2025 — a period when performance should have been trending upward heading into back-to-school, Halloween, and the holiday season.
In this case, the decline was not tied to SEO strategy. Instead, non-branded impressions dipped following Google’s retirement of the &num=100 parameter in Search Console reporting in mid-September 2025.
Because branded queries typically rank higher, they were less affected by this change, making the issue harder to detect in blended data.
Dig deeper: Is SEO a brand channel or a performance channel? Now it’s both
More than a feature: A shift in SEO measurement
Most SEO teams already separate branded and non-branded performance, but consistency has been the challenge.
With native segmentation now built into GSC, achieving that consistency becomes far easier. What once required workarounds can now be done directly within the primary reporting interface.
It’s easy to view the branded query filter as just another GSC feature. In reality, it represents something larger:
- Standardized brand classification.
- Native segmentation inside first-party data.
- More consistent and reliable SEO reporting.
- Stronger ties between SEO and broader marketing performance.
This shift changes how SEO work gets done. Teams gain clearer visibility into brand demand trends and discovery performance, and can spend less time reconciling discrepancies across tools and more time interpreting results.
As adoption grows, branded versus non-branded reporting will likely become the default rather than an advanced, custom setup. Reporting becomes more consistent, and performance narratives are easier to support with shared data.
If you’re focused on driving impact, the opportunity is to move beyond reconciling data and toward more confident, consistent interpretation and communication.

LinkedIn Ads on a budget: How one playbook drove sub-$10 CPL

LinkedIn Ads consistently delivers some of the highest-quality B2B leads in paid media. But it also has a reputation for being very expensive — for both cost-per-click (CPC) and cost-per-lead (CPL) metrics.
Because of that reputation, I wanted to test a theory: that I could get low CPCs and low-cost qualified leads from LinkedIn Ads by creating a highly valuable, audience-specific piece of content.
As an agency, we usually run LinkedIn Ads campaigns for our clients. We don’t really run many paid ads for ourselves. However, to have the most control over this test, I decided that Saltbox Solutions would be the guinea pig. (Disclosure: I’m the director of strategy at Saltbox Solutions, a B2B-focused PPC and SEO agency.)
The results were impressive.

We spent less than $1,000 and generated a significant volume of leads at a sub-$10 CPL. For advertisers on a shoestring budget, LinkedIn Ads may not be out of reach as previously thought. It just requires a solid strategy.
Here’s what I did, why it worked, and how you can apply the same framework to your own campaigns — regardless of your advertising budget.
The campaign setup
The goal of this campaign was to get our target audience to download our 2026 B2B Demand Gen Playbook — a hefty, 23-page guide created specifically for B2B marketing decision-makers. The timing was key because many marketing leaders were already planning for 2026 in Q4 2025.
For this LinkedIn Ads campaign, I used a document ad format + a lead generation objective. The document ad lets the audience flip through and preview the content before downloading, with four pages available to preview before requiring a download to access more.
I also used a lead gen form for contact capture, since it’s fairly frictionless — the form lives within the LinkedIn platform and autofills most of the contact information from a user’s profile. There was just one campaign for this test, with three ad copy variations for the document ad.
In terms of budget and bid strategy, the campaign used a $600 lifetime budget and a $15 manual bid.
Audience research before the asset existed
This is what allowed for such low CPLs. Before writing a single word, I did deep audience research to figure out what they really cared about and what would be useful to them.
I knew exactly who I wanted to talk to (and who would be a good fit for the agency): B2B marketing decision-makers at larger companies with a dedicated marketing team. They worked mostly in a demand generation capacity and needed help prioritizing the channels that would make sense for their 2026 goals.
From there, the research focused on understanding what they would actually need in that planning process. It involved:
- Mining client meeting notes and calls for recurring questions, common pain points, and frequent requests that kept coming up during planning season.
- Using SparkToro to plug in my ideal customer profile (ICP) details and explore the questions, topics, and channels the audience was already engaging with.
- Scanning LinkedIn, where I’m active and where a majority of my network is in B2B marketing, for real-time insight into what people were worried about.
- Reviewing Reddit threads and B2B marketing communities I’m part of, which were super helpful for getting at the questions marketing leaders had.
The main question throughout this process was, “If I were in my audience’s shoes, what resource would actually be helpful right now?”
One big advantage I had: My audience is me. I’m a B2B marketer talking to other B2B marketers. Being plugged into the same communities and conversations made it much easier to put a personal spin on the content and write like a human.
Dig deeper: 5 LinkedIn Ads mistakes that could be hurting your campaigns
Creating the playbook
Once I had a clear picture of what my audience needed, the focus shifted to going deep. The goal was to create a genuinely useful resource, not a thinly veiled sales pitch disguised as a playbook.
That took time to get right. But that depth is likely what drove the 76% lead form completion rate. When people could preview the document in their feed and see that it was substantive, they trusted it was worth downloading.
A few other notes on creating the playbook:
- Timeliness: It was created to address a very timely and important marketing activity – annual planning. Because of that, 2026 became the focal point of the cover, and the content was framed around the moment the audience was already in.
- Contextual CTAs: Calls to action to get a free audit were sprinkled into sections that dealt with PPC and SEO/GEO, which are the services we actually provide. The CTAs felt earned rather than forced because they were relevant to the surrounding content.
- Cover design: A lot of effort went into how the guide looked. Knowing it would be promoted as an ad, the goal was to make it pop in the LinkedIn feed and grab the audience’s attention.
The targeting strategy
For audience targeting, I used a few different layers:

I also excluded a few attributes deliberately after viewing the audience insights:

The resulting audience was about 54,000 people. It could’ve been smaller and still delivered great results.
Job title targeting would also be worth testing. The leads were qualified as-is, but it would be interesting to see what the results would look like with more specific role targeting.
Dig deeper: LinkedIn Ads retargeting: How to reach prospects at every funnel stage
Ad copy strategy: Don’t be boring
Three ad variations were used to test different copy angles. All three used the same document ad format and lead gen form. The only variable was the copy.
Here are the variations.
Version 1:

Version 2:

Version 3:

A few principles guided the ad copy process:
- Each variation led with a strong hook. The first sentence had to grab attention and make people want to keep reading.
- The copy ran longer than you typically see in ads to give a clearer sense of the guide’s tone and value before the click.
- Common fears and questions the audience already had were addressed, such as translating high-level strategy into execution and staying visible in AI search results.
- The tone leaned into a “we’ve got you” approach rather than being overhyped or promotional. B2B buyers are skeptical and respond to guidance and valuable information, not pressure.
- The copy also had some personality, with a slightly cheeky edge while staying professional. For example, it called out common situations, such as having a beautiful strategy deck but never executing the plan.
Campaign and ad results
Recapping the campaign’s overall performance from Jan. 5 to Jan. 31:

One interesting note is that while the CPC bid was set at $15, the average CPC actually came in way under that at $5.41.
The average CTR was also above LinkedIn’s typical benchmark of 0.50%, and the lead form completion rate was over 75%.
LinkedIn lead gen campaigns have delivered strong results across many client engagements. But even by those standards, this performance was pretty good.
And for the specific ads, V2 was the winner by far:

The LinkedIn Ads algorithm zeroed in on that one and gave it pretty much all the airtime. It makes sense — that had the most eye-catching hook, “Steal our best demand gen ideas.”
Dig deeper: LinkedIn Ads or Google Ads? A framework for smarter B2B decisions
Pausing the campaign: What happened next
The campaign was intentionally stopped at 60 leads. We’re a small, boutique agency, and the goal was to be thoughtful about nurturing the leads generated rather than flooding the funnel with volume that couldn’t be followed up on well.
Of the 60 leads, roughly 56 were qualified — a remarkable outcome for a prospecting campaign.
Our approach to working these leads has been organic LinkedIn engagement rather than a hard sell. No cold pitch sequences. Just showing up in their world as a familiar, credible presence.
As the person who wrote the playbook, I’m also personally reaching out to downloaders to ask for feedback on what they found useful and what they were hoping to see that wasn’t there. That insight will directly shape the next version of the guide and any future content assets created.
The campaign is still in the nurture phase. The primary goal of this test was to validate the model, not generate an immediate pipeline. On that measure, it exceeded expectations.
What made this work and what could be done differently
Looking back at the campaign as a whole, a few things stand out as the real drivers of performance:
- Audience research came first. The target audience was clearly defined before anything was created. The content, the targeting, and the copy all flowed from that. As a result, it was very specific.
- The content was timely. Releasing a 2026 planning guide early in the year, when everyone was back from the holidays, really worked in this campaign’s favor.
- Depth built trust before the form appeared. The preview paired with substantive ad copy had a positive impact on lead form completion rate.
- The copy sounded like a person, not a brand.
What could be done differently next time:
- Despite the high conversion rates, adding a bit more friction to the form completion process may help. The fact that it was so easy to fill out the form means that the audience may not remember actually downloading it.
- Following up with the leads faster after downloading would be a priority. The same approach of asking for feedback would still apply, rather than a sales pitch.
- Running it longer and getting more leads would provide a larger data set to learn from.
- Testing more ad copy variations against the winner.
How to do this yourself
Whether you’re running lead gen for a client or testing it on your own business, here are some tips to make it work:
- Do your audience research before you create the asset: Reddit, SparkToro, community forums, and your own client conversations are all underutilized sources of real audience pain points, and you get pointers on the language they use.
- Build something genuinely useful: If it’s a thinly veiled promotion, you’re wasting your audience’s time.
- Match your content topic to a timely moment your audience is already in: What season, event, or planning cycle are they navigating right now?
- Give your ad copy some personality: Test a hook that stands out, or at least is something that sounds like it was written by a real person.
- Start small intentionally: Validate CPL and lead quality before scaling. A $500 test can tell you a lot.
- Let the winner run: Early creative testing gives you the signal you need to spend efficiently at scale.
- Align your content and your targeting precisely: If you wrote the guide for marketing decision-makers, make sure the campaign isn’t picking up sales roles.
From test to repeatable model
We plan to relaunch this campaign once we’ve gathered enough feedback from the first wave of downloaders. The playbook itself is a living document. It will be updated as the industry shifts, particularly with the wave of ads in AI Overviews and responses.
This was one content asset and one campaign. More are in the works, and this test gave a lot of confidence in the approach.
The platform isn’t the problem. The strategy and offering might be what is driving up the cost.
If you’re willing to put the work into research, producing a quality asset, and getting the messaging right, LinkedIn Ads can be one of the most efficient B2B lead generation channels available.

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Why CPC keeps rising – and what to do by Bluepear


WordStream by LocaliQ’s 2025 benchmarks show nearly 87% of industries saw year-over-year CPC increases. The cross-industry Google Ads average reached $5.26 per click. High-intent verticals are higher: legal services average $8.58, and the most competitive B2B categories approach or exceed $8 to $9 per click.
These increases reflect structural shifts in how search results pages are designed, how auctions are optimized, and how inefficiencies compound across paid search accounts. Many remain invisible until a structured PPC audit uncovers them. Protecting the budget you already have — starting with your branded terms — is where recovery begins.
Here are the five trends every advertiser needs to understand right now.
What’s driving your CPC
More advertisers are chasing the same finite inventory
Search advertising is, at its core, an auction. When more advertisers compete for the same keywords, prices rise. Global PPC spend continues to surge (Quantumrun Research), while available click slots on results pages haven’t grown at the same rate. More money chasing the same inventory yields higher prices.
The pandemic permanently accelerated this shift—brands that hadn’t invested seriously in paid search entered Google’s auction and didn’t leave.
Google’s AI Overviews are squeezing in
One of the most consequential structural changes in paid search over the past decade is the SERP itself. Google’s AI Overviews now occupy prominent space for informational and exploratory queries. As they expand through 2024 and 2025, they reduce the number of organic and paid listings visible above the fold.
A late-2025 Seer Interactive analysis of 3,119 search terms across 42 organizations found paid CTR on queries with AI Overviews dropped 68%—from 19.7% to 6.34%.
The mechanism is straightforward: as AI Overviews take more real estate (Skai), fewer paid placements appear above the fold. Impression share tightens. Automated bidding competes more aggressively for what remains, and prices rise.
The nuance: users who click past an AI Overview tend to be further along in the buying journey. WordStream’s data shows roughly 65% of industries saw higher conversion rates despite rising CPCs. The implication is clear: shift budget toward high-intent transactional queries where AI Overviews are less likely, and away from informational queries where they dominate.
Smart bidding is making the whole auction more expensive
Modern Google Ads campaigns increasingly rely on automated bidding strategies, such as maximizing conversions or target CPA. Per Google’s Smart Bidding documentation, the system sets a precise bid for each auction based on predicted conversion likelihood — prioritizing performance over cost control.
When nearly every competitor uses the same logic, it creates a self-reinforcing loop of rising bid pressure. This is a market-wide dynamic you can’t reverse — only adapt to.
Unauthorized brand bidding is inflating your costs from the inside
While you can’t control platform algorithms or the macroeconomy, one major driver of CPC inflation is within your control.
When affiliates, partners, or competitors bid on your trademarked keywords, they enter an auction that should be nearly uncontested. Each additional bidder drives your branded CPC up, and you pay twice: once to create the demand, and again when a third party captures that same searcher at the bottom of the funnel.
The effects compound. AI Overviews have already compressed available click inventory; unauthorized brand bidding then inflates the cost of the inventory you win.
Detecting violations requires more than manual SERP checks. Unauthorized bidders often use cloaking—geotargeting away from your headquarters or dayparting outside business hours—to evade detection. With a self-service platform like Bluepear, you can run automated 24/7 monitoring across search engines, geographies, and devices—capturing ad copy and landing page evidence to dispute invalid affiliate commissions and enforce trademark guidelines at scale. Fewer bidders on your branded terms mean less auction pressure and lower CPCs on traffic you already own. It’s one of the few paid search levers that doesn’t require a broader strategy overhaul to move.
What to do about it: three priorities for advertisers
The data points to three clear priorities as you navigate this environment:
- Protect your branded baseline. Branded keywords reflect demand you already created. Systematically monitor who else is in that auction and remove unauthorized bidders with automated brand protection tools — one of the highest-leverage actions available right now.
- Anchor optimization to cost per acquisition. WordStream’s 2025 benchmarks show a higher CPC can deliver a higher-quality, further-down-funnel user and a lower CPA. The headline CPC number is increasingly a poor proxy for campaign health.
- Build first-party data infrastructure. You’re best insulated from continued CPC inflation when your bidding algorithms use high-quality, proprietary conversion signals — reducing reliance on the platform’s broad audience approximations.
Average CPCs are at their highest levels in years, and that trend is unlikely to reverse. Advertisers who manage costs most effectively have adapted their strategies accordingly.
Not sure how many unauthorized bidders are in your branded auction right now? Register with promo code BRANDAUDIT: Bluepear team will deliver a customized audit of your branded search landscape within 48 hours!

For the latest insights on branded search and paid search protection, follow Bluepear on LinkedIn.
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Browse Seamlessly From Mobile to PC
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Which iPad Model Should You Get? Updated With the Latest 2026 Models
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PixelHush helps developers share code safely by automatically hiding tokens, API keys, and passwords whenever screen recording starts. Install the extension in VS Code, Cursor, Windsurf, or Antigravity and it detects recorders like OBS, Loom, Zoom, and more with zero setup.
Use the Chrome extension to blur secrets on dashboards and repos across the web. PixelHush runs silently, keeps tutorials and demos clean, and offers Free and Pro plans with broader recorder detection and priority support.
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Google’s March Spam Update Felt Muted But May Signal Bigger Changes
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The post Google’s March Spam Update Felt Muted But May Signal Bigger Changes appeared first on Search Engine Journal.
Nvidia issues stutter fixes with its new GeForce Hotfix 596.02 driver
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AltBot – Discord chat translation in under a second, flat-rate, no external AI APIs
AltBot translates Discord messages across language-specific channels in real time. Type in English and it appears in Korean, Japanese, and 12 other languages in under a second. Replies, threads, reactions, and files sync too. One server subscription covers everyone, with no per-user or per-message fees. The free plan includes the same translation quality and sync, while paid plans add more languages, topics, and priority processing. Unlike bots built on Google Translate or DeepL, AltBot runs its own AI model on dedicated hardware, and messages never leave our servers. Currently in public beta with Free, Basic ($19,99/mo), and Premium ($54,99/mo) plans. Start free, no card required.
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Run a fleet of parallel Claude Codes
Mynth – Generate images via one unified API across any model
Mynth provides a single, consistent API for image generation across models and providers. Send one payload and get the same response every time while it adapts parameters, handles unsupported options, and lets you swap models without glue code. It includes a fully typed TypeScript SDK, webhooks, sync/async modes, and public access tokens for frontend polling. Use Magic Prompts powered by RAG to enhance prompts, apply built-in content rating, and auto-select image sizes so you can ship production image features in minutes.
Chrome Goldmine – Discover 9,600+ expired, profitable Chrome extensions and rebuild manuals
Chrome Goldmine is a curated database of expired Chrome extensions that helps builders quickly find profitable rebuild opportunities. It includes 9,600+ extensions with revenue estimates, monetization strategies, failure reasons like Manifest V3 issues, and competitor analysis. You get an interactive Notion database, a downloadable CSV, implementation manuals, and a market research report, all delivered as a one-time purchase with lifetime access. It's designed for indie hackers, solo SaaS founders, and agencies to spot six-figure opportunities, validate ideas, and brief developers without months of manual research.
The Samsung Galaxy S26 free storage upgrade offer is back for a limited time — and this stackable coupon can save you even more
The least surprising chapter of the Manus story is what’s happening right now
Say It Better – Craft tough messages that sound clear, calm, and confident
Say It Better helps you rewrite delicate messages so they land with clarity and respect. Paste what you want to say, choose how it should sound, and get a balanced version that trades apologies for confident, direct language. Use it to set boundaries, give feedback, or decline requests without friction, making tough conversations easier for both sides.
booteek AI – AI visibility solution for independent restaurant and bar owners
The way people find places to eat and drink is changing. More are skipping Google Maps and TripAdvisor and just asking ChatGPT, Perplexity, or Google AI Overviews, such as “Where’s the best brunch spot in Porto?” or “Find me a cocktail bar in Manchester.” When AI answers these questions, it doesn’t look at ads but at structured data, reviews, and digital signals — information many independent venues don’t manage.
That’s the problem we’re solving. booteek AI is an AI visibility platform for independent restaurant and bar owners. Chains have marketing teams for this, but independents don’t. We fill that role.
Handheld gaming PCs are in big trouble — and it's not a surprise to see what's responsible
'I'll switch to another brand': I polled over 1,000 Garmin users to see what they thought of Garmin's Connect+ premium tier, one year after its launch
Mercor competitor Deccan AI raises $25M, sources experts from India
Portara – Get a glass-UI dashboard each time you open a tab
becvio – AI strategy for rental portfolios with health scores and stress tests
Becvio is a free portfolio intelligence platform for real estate investors. It scores every property from 0 to 100 based on DSCR, cap rate, cash on cash, LTV, and occupancy, giving you an instant health grade for your entire portfolio. It replaces the spreadsheets, disconnected calculators, and guesswork most investors rely on.
Becvio stress tests your properties against rising rates, vacancy spikes, and rent declines. It includes over 16 deal calculators, AI-powered strategy recommendations based on your actual data, a community deal database with real investor numbers, wealth creation tracking, and market intelligence—all in one platform built specifically for rental property investors.
Jury finds Meta and YouTube guilty of causing social media addiction

The plaintiff was awarded $6 million in damages following a California trial that focused on intentionally designed systems such as infinite scrolling and algorithmic recommendations.
Reddit implements new [App] label to identify bot profiles
CEO Steve Huffman said the move was designed to let users know when they’re talking to a person and when they’re not.
Meta updates its Threads Marketing API
New features include supported App Ads to facilitate ad buys and Reply Moderation Tooling to provide more posting options in third-party platforms.
X announces, then retracts, updated revenue share incentives
The platform first said it would give more weight to impressions from a user’s home region before owner Elon Musk canceled the plan following user dissent.
New Mexico jury approves $375 million in civil damages against Meta

The landmark ruling found the social media giant liable for failing to protect children from online predators, according to Reuters.
YouTube expands Shopping Affiliate Program access
The platform lowered the follower threshold from 1,000 to 500, allowing more creators to earn sales commissions from video links.
'AI is becoming THE line item': OpenAI and Anthropic are big winners in the doubling of AI spend as legacy SaaS face an existential crisis
Toyota hits the accelerator on EVs as its rivals go into reverse — starting with an $800 million Kentucky plant and three new cars
Silicon Valley’s two biggest dramas have intersected: LiteLLM and Delve
Kingdom Come: Deliverance 2 director sticks up for NVIDIA's DLSS 5 AI tech, says "This is just a little uncanny beginning" — "No way haters will stop this"
Warframe Gets Official Switch 2 Version Alongside New Warframe in Latest Update
Warframe for Switch 2 also supports DLSS, better audio and shader quality, and volumetric lighting, meaning the game will look a lot more like it does on a reasonably powerful gaming PC—there was a noticeable decrease in quality on the original Switch. It also features cross-save and cross-play with other platforms, and players who log in on the Switch 2 between March 25 and April 15 will get a free Ambimanus pack with a Vericres Warfan weapon, a warfan skin, the Slicing Feathers mod, three-day affinity and credit boosters, a Broadsword Past/Future sigil, and the Buddies in Gaming glyph.

Bring back the joy of buying new tech and toys
This is probably the first mainstream mini PC that can dual-boot Ubuntu and Windows out of the box — and it even comes with the hottest AI application of 2026
A court just ruled Meta and YouTube ‘negligent’ — social media may never be the same
Forget the RAM crisis — storage prices are spiralling, and processors could be next, as gaming PC maker warns 'CPU shortage is getting more serious'
The AI skills gap is here, says AI company, and power users are pulling ahead
Convicted spyware chief hints that Greece’s government was behind dozens of phone hacks
Microsoft's GitHub is going to start using Copilot interactions to train AI models and it's starting soon
Epic Games CEO Tim Sweeney says 1,000 devs laid off over Fortnite slump are "once-in-a-lifetime quality folks" — asserts the cuts weren't performance-based
Microsoft says it’s listening to Windows 11 feedback, but skepticism is louder than ever
Our favorite gaming PC has gotten its price taken to somewhat more affordable levels — once you see it's ungodly specs, you will see why its so pricy
A NAS is the best way to avoid a data catastrophe — Our Editor's Choice just hit the lowest price of the year, and hard drives to fill it with are also on sale
This SSD with 4TB and 7,300 MB/s read speeds will solve my gaming PC's storage woes — and it's got an exquisite $550 discount you won't find on Amazon
Our favorite premium Xbox controller has gotten its best discount yet for the Amazon Spring Sale — with 1000Hz polling, you will never lose again
Nintendo First-Party Digital Editions Will Be Cheaper than Physical from May 2026
As one might expect, Nintendo blames the increased cost of physical games on the cost of distribution, with physical media obviously requiring physical logistics channels and additional physical packaging and storage media, which increases costs. Nintendo's wording, which refers specifically to "new Nintendo published digital titles," suggests that this pricing change will not apply retroactively, at least not initially, suggesting that games like Pokémon Pokopia will still cost $69.99, regardless of whether they're physical or digital versions.
PixelPanda – Generate studio-quality product photos and UGC videos in seconds
PixelPanda is an AI photoshoot platform for product photography, UGC marketing videos, and background removal. Upload a product, choose a style or model, and generate listing-ready photos and talking-head videos in seconds. The platform includes AI model generation, background removal, image upscaling, and fashion try-on, plus ad-ready layouts for Amazon, Shopify, and social channels. Over 10,000 e-commerce brands use PixelPanda to create studio-quality assets fast without costly shoots.
SalesExchange – Match with commission-based sales reps to scale revenue
Inside Sales Manager connects companies with motivated commission-based sales reps through real, posted opportunities. Companies post opportunities, set terms, control visibility, and chat with interested reps to expand coverage without adding full-time headcount. Sales reps browse and request opportunities, message companies in-app, track status, and earn referral fees or commissions.
trefolio – AI portfolio tracker for European investors
trefolio is a portfolio tracker built for European investors. You can import from DEGIRO, IBKR, Trading 212, or Revolut in one click. It offers real-time quotes, AI stock analysis, dividend projections, and performance metrics in 35 European languages. There is a free tier available and a Pro plan for €4.99/month.
AI's got Talent: In a weird twist, someone just launched a marketplace for AI Agents that's not far off a human-powered job board
Google’s new Android Automotive update wants to control your car's 'brain' — as Micron predicts cars will soon need 300GB of RAM
Don't buy Apple's new MacBook Air M5 — the award-winning MacBook Air M4 just dropped to its lowest price ever at Amazon
Google unveils TurboQuant, a new AI memory compression algorithm — and yes, the internet is calling it ‘Pied Piper’
OpenAI closes Sora AI Video Generator and cancels $1bn Disney partnership
OpenAI’s AI video slop generator is dead – Will OpenAI soon follow? OpenAI has confirmed that it has discontinued its Sora AI video generation tool and has pivoted away from video generation tools entirely. Now, OpenAI appears to be focusing on other forms of AI. Presumably, this will be forms of AI that weren’t burning […]
The post OpenAI closes Sora AI Video Generator and cancels $1bn Disney partnership appeared first on OC3D.
Razer Viper V3 Pro drops under $120 — The Razer V4 Pro is overkill for most gamers
Crimson Desert, Marathon, Monster Hunter Stories 3 lead latest Xbox Stream Your Own Game additions
I'm no competitive gamer, but this new top-tier Razer mouse makes me feel like one — the latest version of the industry's favorite is here
(PR) Maxsun Launches 32 GB Arc Pro B70 Series Graphics Cards
Massive Memory, Effortless Performance
Equipped with 32 GB of VRAM and 32 Xe cores, the MAXSUN Intel Arc Pro B70 series eliminates memory bottlenecks once and for all. Whether handling large-scale AI models or complex visual workloads, the cards ensure seamless data throughput and consistently stable performance. In other words, "out of memory" just became someone else's problem.
(PR) Edifier Releases M90 Compact 100 W Speakers with HDMI eARC
Designed to elevate everyday listening, the M90 features HDMI eARC for seamless, low-latency connectivity with desktop audio, TVs, and streaming platforms, delivering a richer, more immersive experience for movies, games and streaming. With 100 W of bi-amplified power, larger 4-inch aluminium mid-low drivers for deeper bass and silk-dome tweeters for smooth, detailed highs, the M90 delivers powerful, high-fidelity sound. Enhanced connectivity and a flexible design allow it to transition easily from desktop to living-room setups, making the M90 a compact, all-purpose speaker solution.
Spotify's SongDNA maps the creative lineage of your favorite music
Spotify is working on a new feature to help users discover music. The immensely popular streaming service recently introduced SongDNA, an "immersive" experience that provides extended credits to the people who contributed to one or more music productions.
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Researchers build experimental drone that flies without moving parts
The concept, known as a solid-state ornithopter, replaces the typical network of actuators with electricity-driven materials that deform when voltage is applied. This approach could represent a turning point for next-generation aerial vehicles, combining principles of aerodynamics, materials science, and biomechanics into a single design model.
Read Entire Article
'The robots are here' — Melania Trump walks alongside creepy humanoid at White House summit like it’s the most normal thing in the world
'A critical point': Nearly 80% of UK firms have adopted AI — but barely any are seeing a positive ROI so far
The Fitbit Inspire 3 is 'a great entry point to the health and fitness-tracking world' — and it's back to its lowest price at Amazon
Top LLM PyPl package compromised to steal user details - here's what we know
Every Geekom mini PC deal worth buying in the Amazon Big Spring Sale based on our testing — these are my top mini computers for office work and content creation
Anthropic gives Claude Code new 'auto mode' which lets it choose its own permissions
Banish slow speeds and dead zones with these Netgear Wi-Fi 7 router deals up to $100 off in Amazon's Big Spring Sale
This ergonomic office chair's got your back! Sihoo B100 with adaptive lumbar support, a wide headrest, and flip-up armrests is $40 off for Amazon's Big Spring sale
I love my Galaxy Watch8 Classic after just two weeks with it, and it just dropped to a record low price in the UK (if you act fast)
Melania Trump wants a robot to homeschool your child
Riding the GLP-1 boom, VITL lands $7.5M to overhaul cash-pay clinic prescribing
Jury finds Meta and Google negligent in landmark social media addiction trial
Meta is cutting several hundred jobs
Call of Duty: Black Ops 7 brings back fan-favorite multiplayer maps and modes in Season 3
(PR) Sparkle Announces Intel Arc Pro B70 and Intel Arc Pro B65 Series Graphics Cards
The SPARKLE Intel Arc Pro B70 delivers up to 367 TOPS (INT8 Dense) of AI performance, enabling accelerated AI inference, engineering simulation, rendering, and advanced visualization workloads. With powerful compute capability and large memory capacity, the GPU allows professionals to handle complex datasets and AI-driven applications with greater efficiency.
(PR) CRKD Introduces the Next Evolution of Pocket-Sized ATOM+ Keychain Controller
Small enough to attach to a keychain, backpack or just about anywhere you can imagine, the ATOM+ defies convention, expanding upon the original ATOM with a host of sophisticated features including Thumbsticks for maximum gaming compatibility, and utilizing TMR (Tunnelling Magnetoresistance), technology, a next-generation magnetic sensor designed to forever eliminate Stick Drift, and provide superior precision compared to traditional mechanical Thumbsticks or Hall Effect sensors.
NVIDIA Releases GeForce 596.02 Hotfix Beta Driver to Address Game Stuttering
DOWNLOAD: NVIDIA GeForce 596.02 Hotfix Beta.
Forza Horizon 6 Gets Lax PC System Requirements—1080p, 60 FPS on GTX 1650 and Day-1 Steam Deck Support
The "Extreme" requirements, which target 4K native at 60 FPS, call for an Intel Core i7-12700K or AMD Ryzen 7 7700X with an NVIDIA GeForce RTX 4070 Ti or AMD Radeon RX 7900 XT with 24 GB of RAM, while the "Extreme RT" option, which targets 4K upscaled with Ray Tracing enabled, bumps up the GPU requirement to an RTX 5070 Ti or an AMD Radeon RX 9070 XT as well as requiring 32 GB of RAM and an NVMe SSD. The game also supports DLSS 4, AMD FSR 3 and 4, and Intel XeSS 2.1, as well as Ray Traced Reflections and Global Illumination, and the engine aims for "high, uncapped framerates," and will support both the Valve Steam Deck and ASUS ROG Ally handhelds, although there is no word on whether there will be a graphics preset for the handhelds.
The legendary 3dfx Voodoo is back in FPGA form
3dfx Voodoo graphics accelerators are likely to remain a key part of retro modding projects and gaming ventures for years to come. The Voodoo chip is now almost perfectly emulated in several DOS-based emulators, such as DOSBox-X, and PC emulators like PCem and 86Box, while hardware modders continue developing their...
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Geekbench 6 warns about inconsistent benchmarking performance from new Core Ultra 200S Plus chips — says Intel's IPC boosting Binary Optimization Tool modifies scores in 'unclear' fashion
Subspace – A nutrition label for job postings
Subspace checks what you can’t see behind job postings so you avoid dead ends. Paste a direct link from a company careers page and it scores the listing for signals like whether it’s still active, salary disclosure, hiring manager, role substance, and employer quality, then returns a clear Job Health Score. Start free with limited checks, or go Pro for unlimited checks, a full seven-category breakdown, and a job board sorted by listings worth applying to.
LeakBase Admin Arrested in Russia Over Massive Stolen Credential Marketplace

The $200 home studio challenge — can I create a cheap recording setup for music and podcasting?
Can't decide which coffee to choose? De'Longhi's new espresso machine offers over 50 options grouped by 'mood and style'
Razer's Nikke collab finally lets you arm your rifle-wielding waifu with a cat-eared gamer headset
I’ve tested a ton of open earbuds, but these are the only three models I’d buy
I'm done worrying about this RAM crisis — it's time to spice up my gaming PC setup with a new OLED or mini-LED monitor
I write about TV deals for a living — here's what I'd buy from Amazon's Spring Prime Day to watch the Sweet Sixteen
11 million students possibly at risk after classroom software used by millions hacked
I test TVs for a living and these 4 models are my picks if you're looking for a new TV for the World Cup
Should Nintendo be worried? The maker of the best Switch accessory just announced the 'ultimate' Switch 2 controller
The reMarkable 2 is my favorite tablet in the world — and this discount bundle is a masterclass in focus for business professionals and writers
Who needs a DJI? This ultimate DIY drone hits 67mph and costs just $155
Apple overhauls its app developer platform with 100 new metrics, more tools
Bernie Sanders and AOC propose a ban on data center construction
DeleteMe acquires social media security tool Block Party
Google launches Lyria 3 Pro music generation model
Russia arrests alleged owner of cybercrime forum LeakBase, report says
Who’s driving Waymo’s self-driving cars? Sometimes, the police.
Google Analytics Launches Scenario Planner and Projections
Google Analytics launched Scenario Planner and Projections to help advertisers forecast performance, optimize budgets, and plan cross-channel media spend more strategically.
The post Google Analytics Launches Scenario Planner and Projections appeared first on Search Engine Journal.
Is your PC ready for Forza Horizon 6? PC Requirements Released
Forza Horizon 6’s system requirements are a breath of fresh air for PC gamers Playground Games has officially released its PC system requirements for Forza Horizon 6, and it’s great news for PC gamers. On PC, the newest Forza game will be highly scalable, supporting platforms as low-end as Valve’s Steam Deck and ASUS’ entry-level […]
The post Is your PC ready for Forza Horizon 6? PC Requirements Released appeared first on OC3D.
Call of Duty: Black Ops 7 campaign's Endgame mode is going free to play for a limited time with the April launch of Season 3 — plus new content and changes to Combat Rating are on the way
OneDrive has a new generative AI photo tool — and it isn't called Copilot
(PR) NVIDIA DLSS 4 Comes to Forza Horizon 6, Screamer & Subliminal
Additionally, we've unveiled NVIDIA DLSS 5, which delivers an AI-powered breakthrough in visual fidelity by infusing pixels with photorealistic lighting and materials, bridging the gap between rendering and reality.
Iqunix Plans Shine-Through Keycap Update for MQ80 and Magi-Series Low-Profile Mechanical Keyboard
Iqunix says it has not yet confirmed production with the OEM, but has reached out to the community in an interest check, since it will be small-batch production, and the brand needs 1,000 units spoken for before entering production. The idea with Iqunix prototyping and selling the keycaps itself is that it will color-match the keycaps with the aluminium keyboard cases and ensure compatibility with the Kailh Choc V2 low-profile switches and the north-facing lighting on the MQ and Magi-series keyboards. It has not yet released images of the keycaps on the Magi-series keyboards, but the white versions of the MQ80 and the Magi keyboards are two very different colors, with the Magi taking on a sort of creamy off-white color, suggesting that there will be three colorways for the keycaps. The keycaps will be PBT and follow the same profile as the original Magi and MQ80 keyboards—that is to say, uniform height with a spherical top.
(PR) CRKD Announces ULT PRO Wireless Gaming Controller
Ideal for professional or competitive gamers who demand precision, customization, and multi-platform compatibility, the ULT PRO sets a new standard in performance, yet is priced competitively, allowing any gamer to take advantage of its premium feature set. Compatible with Nintendo Switch 2 | 1, PC, mobile devices, tablets and Smart TVs, the ULT PRO offers exceptional versatility, seamlessly adapting to a wide variety of gaming platforms.
(PR) Razer Introduces the 2026 Blade 16 Gaming Laptop Series
By prioritizing the latest silicon breakthroughs from Intel and faster-than-ever memory clock speeds, the new Blade 16 is engineered for those who demand the latest-generation processing in a form factor that remains impossibly slim.

OnePlus may close operations in the US and Europe as early as April
On Tuesday, tipster Yogesh Brar reiterated earlier rumors that OnePlus will soon shut down in the US, the UK, the EU, and most other global markets while continuing to operate in a handful of Asian countries, including China and India. Although the post has since been deleted, 9to5Google reports that...
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Meet the 91-year-old gamer who beat Resident Evil Requiem the old-fashioned way
Yang's meticulous, analog approach has captivated gaming communities in China and abroad, where clips of him leafing through notebooks filled with hand-sketched maps and puzzle notes have drawn admiration and nostalgia in equal measure. His accomplishment – finishing Resident Evil Requiem entirely unaided – has been hailed by fans as...
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Micron's $24 billion Singapore fab could need 500 transformers, more than double the output of any single manufacturer — heavy electrical infrastructure the latest AI buildout bottleneck
Getly – Buy and sell digital products with instant downloads and 80% payouts
Getly is an independent marketplace for buying and selling digital products like templates, design assets, music, video, courses, and AI prompts. Creators keep 80% per sale, accept Stripe or stablecoins, and deliver instant downloads to buyers. The platform offers creator stores, analytics, marketing automation, bundles, and a Pro subscription with unlimited downloads from a curated catalog. Shoppers can browse thousands of items, filter by price and rating, and checkout securely worldwide.
Feevio – Speak a quick note and turn it into a ready-to-send invoice
Feevio turns your voice notes into polished invoices and quotes so you can bill clients before details fade. Speak what you did, who it was for, and time or rates, and it drafts clear line items, handles totals and tax, and applies your branding. Use it on phone or desktop to capture jobs, tidy the draft, and email a professional PDF in minutes. Track revenue and outstanding invoices, keep client records together, and bulk-download PDFs when it’s time to share paperwork.
newnity – USDC crowdfunding with on-chain escrow
newnity is a crowdfunding platform built on Base (Coinbase's L2) where creators launch campaigns and backers fund them in USDC. Every campaign uses on-chain escrow with all-or-nothing settlement: if the goal is met, the creator receives the funds. If not, every backer is automatically refunded. No middleman holds your money.
Supporters earn XP for every campaign they back, building reputation across the platform. Creators can run campaigns for games, music, digital art, and more. Transaction fees on Base are fractions of a cent. Currently live on Base Sepolia testnet, with mainnet launching in Summer 2026.
Singapore’s JTC expands LaunchPad startups’ access to 19 cities

OpenAI hires ex-JioStar CEO to lead APAC operations

UOB, NTU launch deeptech innovation hub targeting 90 startups

Nvidia CEO urges rethink of corporate structure

Reliance Jio in talks to sell 8% stake in IPO: sources

US funds for founders? Start here

Meituan jumps 12% as China signals end to price war

Bitcoin steadies above $70k as oil prices slide

These are the most active investors in Korea’s startups

Korea Eximbank backs LG Electronics AI projects with $200m

SenseTime revenue tops $725.4m in 2025

Qualcomm share dips as Samsung shifts Galaxy to Exynos

TSMC capacity limits open doors for rival chip foundries

Statista, TIA seek Singapore’s Most Innovative Companies 2026

Fiuu hits $13b in payments as digital adoption grows

Fomo Pay launches AI Soundbox for unified payments

Ripple taps Singapore sandbox to test RLUSD trade finance

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Series SEA: Who’s investing in the region’s health startups?

Asian tech stocks seen outperforming as AI demand holds

Roblox adds controls in Indonesia to meet child safety rules

China trade holds up as AI demand supports shipments

TikTok eyes short-drama push to tap growing segment

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China said to block Manus co-founders’ travel over Meta deal

EIB Global, Techcombank launch $231.8m climate credit line in Vietnam

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Tencent hires engineers from ByteDance’s Seed AI team

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Grab’s $600m Taiwan bet: strategy or stretch?

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Meta ups exec pay with stock options as AI race heats up

Middle East funds score big gains on China AI IPOs

Thailand’s Amity nets $100m, to launch R&D center in Singapore

AI infra gap could cost Australia growth, Deloitte says

Zomato, Swiggy raise platform fees to boost margins

Build with Lyria 3, our newest music generation model
Lyria 3 is now available in paid preview through the Gemini API and for testing in Google AI Studio. Lyria 3 Pro: Create longer tracks in more Google products
5 ways to collaborate with our agentic advisors
Top tips and best practices for collaborating with Ads Advisor and Analytics Advisor Don’t buy your next Nintendo Switch 2 game until you use this easy trick to save $15
I checked every deal and this is the best budget standing desk across the whole Amazon Big Spring Sale
Why strong authentication beyond the browser will define the future of connected devices
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How to write for AI search: A playbook for machine-readable content

Once upon a time, in the delightfully chaotic 1990s, web copywriting was all about exact-match keywords and relentless meta tag stuffing. As algorithms matured, so did SEO copywriting.
Now, with proposition-based retrieval systems, writing like you’re in the business of tricking a crawler into seeing relevance through keyword repetition is no longer a viable strategy.
Below is a playbook for generative AI-friendly copywriting, broken down into self-contained, high-density concepts.
The ‘grounding budget’: Quality over quantity
Large language models (LLMs) don’t seek less information. They seek higher information density. Google’s Gemini operates on a limited budget of retrieved information, according to research by DEJAN AI, which analyzed over 7,000 queries.
The grounding budget is roughly 1,900 words per query, split across multiple sources. For an individual webpage, your typical allocation is around 380 words. You’re competing for a tiny slice of a fixed pie, so being precise helps the AI’s matching process.
- Weak retrieval: “Coffee maker” (Generic)
- Strong retrieval: “Semi-automatic espresso machine” (High density)
Moving structure inside the language
If Schema.org is the external scaffolding of a building, structured language is the load-bearing internal frame. Language itself is the structure we provide machines, such as “semantic triplets” (subject → predicate → object). When a copywriter moves structure inside the language, the sentences become inherently machine-readable.
Google’s passage ranking, AI Overviews, and third-party LLMs like ChatGPT all evaluate content at the passage level using similar retrieval infrastructure. A sentence that works for one works for all of them.
A properly structured sentence fulfills four strict data criteria:
- Names the entities: Explicitly identifies subjects and objects (e.g., “Notion Team Plan”).
- States the relationships: Defines how entities interact using clear verbs (e.g., “costs”).
- Preserves the conditions: Includes context that makes the statement true (e.g., “$10 per user per month”).
- Includes specifics: Provides verifiable details rather than marketing fluff (e.g., “includes 30-day version history”).
| Feature | The marketing fluff | Structured language (GEO-friendly) |
| Example | “Our revolutionary platform makes managing your team easier than ever. It is affordable and comes with great support.” | “The Asana Enterprise Plan [Entity] streamlines [Relationship] cross-functional project tracking [Specifics] for teams over 100 people [Condition], starting at $24.99 per user [Data].” |
| Machine utility | Low (Vague, hard to extract) | High (Decomposable into atomic claims) |
Best practices for AI-friendly copywriting
Traditional copywriting flows like a row of dominoes. When an AI “chunks” your page, it snaps those dominoes apart. If your sentences aren’t load-bearing on their own, the logic collapses.
Rule 1: Every sentence must survive in isolation
Ensure every single sentence explicitly names its subject. Vague pronouns like “this,” “it,” or “the above” become dead bits when extracted.
- Broken: “It also includes unlimited cloud storage.”
- Anchorable: “The Dropbox Business Standard Plan includes 5TB of encrypted cloud storage.”
Rule 2: State relationships, don’t just list entities
Keyword stuffing introduces inference errors. Effective structured language explicitly states the relationship between nodes.
- The keyword dump: “We offer SEO, PPC, and content marketing services.”
- The structured relationship: “Our agency integrates PPC data into SEO strategies to lower the cost per acquisition (CPA) by an average of 15% within the first 90 days.”
Rule 3: Build ‘anchorable statements’
Provide anchorable statements instead of fluff: dense passages equipped with clear claims and specific evidence.
The gold standard example:
- “Ramon Eijkemans is a freelance SEO specialist at Eikhart.com, specializing in enterprise SEO for platforms with 100,000 or more pages. He developed the LLM Utility Analysis framework, a five-lens content scoring system that measures the likelihood of content being selected and cited by AI systems, covering structural fitness, selection criteria, extractability, entity and propositional completeness, and natural language quality, based on research into passage retrieval architectures, Google patent evidence, and proposition-based extraction systems. The framework is the subject of this Search Engine Land article.”
The AI inverted pyramid: Engineering ‘citation bait’
Research shows LLMs reliably extract claims near the beginning or end of a text. Adding more content often dilutes your coverage.
- “Pages under 5,000 characters get about 66% of their content used. Pages over 20,000 characters? 12%. Adding more content dilutes your coverage.”
Here’s the four-step formula for citation bait.
- The direct answer: Open with a dense, 40-60 word declarative statement answering the “who, what, why, or how.”
- Context and detail: Follow up with nuance, maintaining high semantic density.
- Structured evidence: Use bulleted lists, tables, or numbered steps (extractable data).
- Follow-up alignment: Anticipate the next logical prompt in clearly labeled H2 or H3 subheadings.
Clear headings above a paragraph can improve its mathematical relevance (cosine similarity) to AI systems by up to 17.54%.
The 5 lenses of LLM utility
Developed by Ramon Eijkemans, this scoring system measures the likelihood of content being cited:
- Structural fitness: Does the prose build hierarchy and relationships?
- Selection criteria: Is the information dense enough to win the grounding budget?
- Extractability: Are there broken references or vague pronouns?
- Entity completeness: Are subjects and relationships explicitly named?
- Natural language quality: Is the structure rich without being “robotic”?
Here’s a table of the most common pitfalls when it comes to extractability:
| Pattern | Example | Problem |
| Unresolved pronoun (what?) | “It features a 120Hz display” | What device? |
| Vague demonstrative (what + what?) | “This gives it an advantage” | What gives what an advantage? |
| Context-dependent (which?) | “The above specs outperform the competition” | Which specs? Which competition? |
| Stripped conditions (when? how much?) | “The price has dropped significantly” | From what? To what? When? |
| Assumed knowledge (what? who?) | “The popular supplement helps with recovery” | Which supplement? Recovery from what? |
| Relative claim (how much? compared to what?) | “Our fastest-selling product” | How fast? Compared to what? Over what period? |
Source: From structured data to structured language
Practical content testing tips
To ensure your high-value pages are programmatically extractable, run these four stress tests on your mid-page copy.
The isolation test
The action: Select a single sentence completely at random from the middle of a webpage and read it in total isolation.
The goal: If the sentence relies on preceding paragraphs to make sense or uses vague pronouns (e.g., “This allows for…”), the page has a utility gap. Every sentence should be self-contained.
The context test (‘Scroll twice and read’)
The action: Scroll down twice on a homepage so the hero banner and primary H1 disappear, then start reading from wherever your eyes land.
The goal: If a reader (or a machine “chunking” that section) can’t immediately identify the product or service without the top visual layout, the mid-page text fails the context test.
The disambiguation test
The action: Read a mid-page sentence out loud and ask: Could this apply to the deforestation of the Amazon or a steamy romance novel?
The goal: If a sentence is wildly generic (e.g., “We empower our clients to achieve more”), an LLM will struggle to map it to your specific entity. Specifics prevent misinterpretation.
The URL accessibility test
The action: Run the live URL through an LLM agent or NotebookLM.
The goal: If convoluted JavaScript, heavy code bloat, or aggressive bot protection prevents an agent from “seeing” the raw text, generative search engines may skip the content entirely.
AI search content optimization FAQs
Here are answers to common questions about optimizing content for AI search.
Is generative engine optimization (GEO) a legitimate discipline?
Yes. Formalized by researchers at the University of Washington and Columbia, it focuses on optimizing for “citation frequency” through dense, condition-preserving sentences.
Traditional SEO relies on bolt-on machine-readable code to make human narratives SEO-worthy. AI search optimization requires embedding explicit entity relationships and structure directly inside your copy.
What is the ideal section length for chunking?
Open with a dense 40-60-word declarative statement. Information buried deep in long paragraphs is rarely retrieved.
Does copywriting for AI search help traditional SEO?
Yes. Because Google uses vector embeddings to evaluate content at the passage level, structuring language for an LLM improves traditional visibility.
Is longer content better?
No. Density beats length. Pages under 5,000 characters see a 66% extraction rate, while pages over 20,000 characters plummet to 12%.
What is the inverted pyramid for AI copywriting?
The AI inverted pyramid means abandoning the slow, conversational introduction and placing your core entities, exact claims, and specific conditions in the very first sentence to guarantee flawless machine extraction.
Write for humans, structure for machines
The content creator is now a machine-readability engineer. Our job is to build narratives that are persuasive to humans while being programmatically extractable for neural networks.
If your content lacks explicit entity relationships, perfectly self-contained sentences, and highly “anchorable” citable claims, the machines will simply look right through you.
Google March 2026 spam update done rolling out

Google released the March 2026 spam update less than 24 hours ago and it is already done rolling out. The update finished today at 10:40 a.m. ET.
- This update was released yesterday (March 24) at 3:20 p.m. It took 19 hours and 30 minutes to fully roll out, which is super fast.
Why we care. This is the second Google algorithm update announced in 2026. It’s unclear what spam it targeted, but if you see ranking or traffic changes in the next few days, the Google March 2026 spam update could be the cause.
More on spam update. Google’s documentation says:
“While Google’s automated systems to detect search spam are constantly operating, we occasionally make notable improvements to how they work. When we do, we refer to this as a spam update and share when they happen on our list of Google Search ranking updates.
For example, SpamBrain is our AI-based spam-prevention system. From time-to-time, we improve that system to make it better at spotting spam and to help ensure it catches new types of spam.
Sites that see a change after a spam update should review our spam policies to ensure they are complying with those. Sites that violate our policies may rank lower in results or not appear in results at all. Making changes may help a site improve if our automated systems learn over a period of months that the site complies with our spam policies.
In the case of a link spam update (an update that specifically deals with link spam), making changes might not generate an improvement. This is because when our systems remove the effects spammy links may have, any ranking benefit the links may have previously generated for your site is lost. Any potential ranking benefits generated by those links cannot be regained.”
Impact. This update should only impact sites spamming Google Search, so hopefully you didn’t see any major negative impact.
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$1,000-a-month basic income program launches for workers displaced by AI
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How to optimize influencer content for search everywhere

Influencer content isn’t just a brand awareness play. It’s showing up in Google SERPs, Google AI Overviews, and AI answers, making keyword strategy an essential part of every influencer brief.
When we brief an influencer, we assign them a keyword. Not as a nice-to-have, but as a required part of the strategy, usually woven into the script, the caption, the on-screen text, and the hashtags.
That might sound like an SEO team overreaching into an influencer team’s lane. But in 2026, the lane lines don’t exist.
Social content is search inventory. If your influencer marketing program isn’t built around that reality, you’re leaving a significant and measurable share of voice on the table.
Search journeys now span platforms, formats, and sources
For most of search’s history, optimization meant ranking on Google. That’s still important, but it’s no longer the full story.

Today, nearly half of U.S. consumers (49%) use TikTok as a search engine. Gen Z may lead that adoption, but it cuts across generations.
Over a third of consumers now prefer to start their search journey with AI tools like ChatGPT over Google. Platforms like YouTube, Instagram, and Pinterest have also become primary discovery engines for product research, how-to queries, and purchase decisions.
This is what search everywhere may look like in practice:
- A user searches “best lightweight running shoes” on TikTok and watches three creator videos.
- Then they ask ChatGPT for a comparison.
- Next, they Google for brand reviews to look at Reddit commentary and What People Are Saying content.
- Then they navigate to a brand’s site.
Each of these touchpoints is a search moment, and there’s a strong chance they involve influencer content. The brands showing up at every step are the ones treating influencer marketing content as search content from the beginning.
Ross Simmonds, CEO of Foundation Marketing, shared with me:
- “Influencers exist on practically every platform, whether we’re talking about LinkedIn, Reddit, Instagram, or TikTok. They’re creating content every day. When people search, whether through Google or directly on these platforms through things like Ask Reddit or TikTok search, they’re coming across content that influencers have created.”
- “If those influencers understand best practices around search and discoverability, they’re more likely to create content that ranks not only on native platforms, but also directly in the SERP. That’s a marketer’s dream.”
Dig deeper: Why creator-led content marketing is the new standard in search
Why your influencer’s video is now a SERP result
This is where things get concrete.

Google’s What people are saying SERP feature is a carousel that appears directly in search results and surfaces user-generated and creator content from platforms like YouTube, TikTok, LinkedIn, Instagram, and Reddit for relevant queries.
It’s now a default feature in U.S. search results and consistently shows up for mid- to bottom-of-funnel keywords, exactly where purchase decisions are made. A brand can appear in this SERP feature (either directly or indirectly via an influencer) without ranking in the traditional Top 10 results.

Additionally, the Short videos SERP feature is another prime spot for your influencer content to take up shelf space on Google. This means an influencer video optimized with the right SEO keyword can surface in multiple spots on Google for a commercial query your brand’s own site might never rank for.
It’s not theoretical. It’s happening now.

Meanwhile, AI answers are pulling from social content at scale. An analysis of 40 million AI search results found Reddit to be the single most-cited domain across ChatGPT, Copilot, and Perplexity. Ahrefs research confirms that YouTube mentions and branded web mentions are among the top factors correlating with AI brand visibility in ChatGPT, AI Mode, and AI Overviews.
Samanyou Garg, CEO of Writesonic, shared with me:
- “YouTube is the No. 1 cited domain for Gemini. And 35% of the channels getting cited have under 10K subscribers. We checked the correlation between views and citations. It’s basically zero.
- “What actually correlates? How well the creator describes the topic in their video description. So if an influencer makes a video about your product and writes a lazy two-line description, you’re leaving AI visibility on the table.”
The more creators talk about your product with consistent language, the more confident AI becomes in recommending you. So if your influencer content doesn’t contain the SEO keywords your audience is actually searching for, it won’t be surfaced in all the places that matter.
Dig deeper: Short-form, big impact: What creators can teach performance marketers
The keyword isn’t optional

Keyword research should be a standard step in every influencer campaign. Start by identifying your target keyword from data across three sources:
- Existing keyword targets shared by the organic strategists.
- In platform searches for what’s trending and/or suggested auto completes.
- AnswerThePublic searches for both brand and non-brand terms related to the campaign theme.
Once the keyword is identified, embed it into every element of the creator’s content:
- Script: Spoken naturally, ideally in the first half of the video, where TikTok’s algorithm is most attentive to audio signals.
- Caption: Written to open with or include the keyword, supporting both platform and Google indexing.
- On-screen text: Reinforcing the keyword visually for accessibility and algorithm legibility.
- Hashtags: Used to connect the content to the broader topic the keyword lives in.
Don’t confuse this with keyword stuffing. It’s modern content architecture.
There’s a big difference between a creator naturally saying, “If you’re searching for the best running shoes right now…” versus a brand clunkily forcing a phrase into otherwise natural content. The influencer brief sets the requirement, yes, but the creator’s job is to incorporate their unique voice.
Ashley Liddell, co-founder and Search Everywhere director at Deviation, shared:
- “We assign keywords to influencers based on real search behaviour across platforms, not just brand messaging, and map demand from TikTok, YouTube, Reddit, and Google, then align specific queries to creators whose content style and audience best fit that intent.
- “Each brief gives a clear search-led direction, including topic, angles, and format, while leaving room for the creator’s own creativity. The goal is to make influencer content discoverable in-platform search while ensuring it remains engaging in-feed.”
Once the content is live, track whether the creator’s post is surfacing for the target keyword across:
- The native platforms (e.g., TikTok, Instagram, etc.)
- Google SERP features
- Videos and Short videos carousel
- What people are saying
- Standard organic results
Screenshot and log positions immediately (because rankings can quickly shift). This data tells a story clients aren’t used to seeing from an influencer program.
Influencers extend your search everywhere footprint

There’s a reason this matters beyond any individual campaign. Google organic CTRs have declined dramatically, by as much as 61% on queries where AI Overviews appear.
With Google SERP features increasingly highlighting video and social content, traditional web content is losing surface area on the SERPs. Social content, conversely, is gaining traction, and we cannot ignore this.
For brands, influencer content has taken on a much stronger value: scalable, authentic, human-first search inventory distributed across platforms where their audiences spend time. It doesn’t replace a traditional SEO program, but it extends reach into channels where creator voices tend to outperform brand-owned content.
Younger audiences search socially first. In some categories, a meaningful share of consideration-stage audiences see creator content before they ever search for your brand. If your influencers don’t use the language your audience searches, you’re invisible in the moments that matter most.
Search everywhere optimization comes down to one thing: showing up where your audience actually searches with content worth stopping for.
Dig deeper: Why social search visibility is the next evolution of discoverability
The operational reality: Putting things into practice
The biggest barrier to building keyword optimization into influencer programs is structural. SEO and influencer teams often sit within different parts of an organization, owned by different teams with different KPIs, and little reason to collaborate.
Even when those teams are close, a common hesitation remains: adding a keyword requirement to a creator brief may make the content feel scripted or inauthentic. That concern is valid, but somewhat misplaced. A keyword isn’t a constraint on creativity — it’s a topic signal.
Creators integrate talking points, product messaging, and brand language into their content all the time. A search term is no different, as long as the brief gives them room to use it in their own voice.
Closing that gap requires a few concrete changes.
- SEO and influencer strategy should share a brief template. The target keyword, along with guidance on how to integrate it naturally, should be a standard field, not an afterthought. If the influencer lead and the SEO lead aren’t in the same briefing conversation, that’s the first thing to fix.
- Keyword selection should be platform-specific. What users search on TikTok differs from what they search on Google. TikTok search is more conversational and trend-based. Pull keywords from TikTok’s own autocomplete, not just a traditional keyword tool, then validate on AnswerThePublic, and cross-reference with existing organic targets to find terms that work across surfaces.
- Approval workflows should include keyword checks. When reviewing a script, a caption, or a live post, include a keyword compliance check. If the keyword is missing, ask the influencer for a revision before the content goes live. This sounds small, but it’s the difference between content that ranks and content that doesn’t.
- Reporting should include search metrics. Did the post surface on TikTok for the target keyword? Did it appear in one of Google’s video sections or “What People Are Saying”? These are trackable, reportable metrics, and they belong in campaign reports alongside reach, engagement, and conversions.
Influencer content has always shaped brand perception. Today, it also shapes search visibility across social platforms, Google’s evolving SERP features, and AI-generated answers.
Brands that recognize this apply a search strategy to a channel that, until recently, operated without it. You treat every influencer video as search content — briefing keywords and reporting on search performance as you would for other organic channels.
Influencer content is search inventory. The only question is whether you’re optimizing it.

How schema markup fits into AI search — without the hype

Does schema markup really benefit AI search optimization? Some suggest it can 3x your citations or dramatically boost AI visibility. But when you dig into the evidence, the picture is far more nuanced.
Let’s separate what’s known from what’s assumed, and look at how schema actually fits into an AI search strategy.
How schema fits into AI search now
Search is shifting from surfacing a SERP with blue links to AI Overviews, generative answers, and chat‑style summaries that collate content in addition to links.
To get your content to appear in this model, your site has to be understood as entities — singular, unique things or concepts, such as a person, place, or event — and the relationships between them, not just strings of text.
Schema markup is one of the few tools SEOs have to make those entities and relationships explicit and understandable for an AI: This is a person, they work for this organization, this product is offered at this price, this article is authored by that person, etc.
For AI, three elements matter the most:
- Entity definition: Which brands, authors, services, or SKUs exist on the page.
- Attribute clarity: Which properties belong to which entity (e.g., prices, availability, ratings, job titles).
- Entity relationships: How entities connect (e.g.,
offeredBy,worksFor, authoredBy, andsameAsschema tags).
When schema is implemented with stable values (@id) and a structure (@graph), it starts to behave like a small internal knowledge graph.
AI systems won’t have to guess who you are and how your content fits together, and will be able to follow explicit connections between your brand, your authors, and your topics.
Dig deeper: Why entity authority is the foundation of AI search visibility
How AI search platforms use schema
Two major platforms have confirmed that schema markup helps their AIs understand content. For these platforms, it is confirmed infrastructure, not speculation.
- Google AI Overviews: In April 2025, the Google Search team said that structured data gives an advantage in search results.
- Microsoft Bing Copilot: Fabrice Canel, principal product manager at Microsoft Bing, confirmed in March 2025 that schema markup helps Microsoft’s LLMs understand content for Copilot.
What about ChatGPT, Perplexity, and other AI search platforms?
We don’t know how these platforms use schema yet. They haven’t publicly confirmed whether they preserve schema during web crawling or use it for extraction. The technical capability exists for LLMs to process structured data, but that doesn’t mean their search systems do.
Dig deeper: When and how to use knowledge graphs and entities for SEO
Research on schema and AI
Here are a few studies that show how schema can benefit AI search.
Citation rates
A December 2024 study from Search/Atlas found no correlation between schema markup coverage and citation rates. Sites with comprehensive schema didn’t consistently outperform sites with minimal or no schema markup.
This doesn’t mean schema is useless, it means schema alone doesn’t drive citations. LLM systems appear to prioritize relevance, topical authority, and semantic clarity over whether content has structured markup.
Extraction accuracy
A February 2024 Nature Communications study found that LLMs extract information more accurately when given structured prompts with defined fields versus unstructured “extract what matters” instructions.
Put differently, LLMs perform best when you give them a structured form to fill out, not a blank canvas. When models are asked to extract into predefined fields, they make fewer errors than when told to simply “pull out what matters.”
Schema markup on a page is the web equivalent of that form: a set of explicit entity, brand, product, price, author, and topic fields that a system can map to, rather than inferring everything from unstructured prose.
What the research tells us
This tells us that LLMs have the technical capability to process structured data more accurately than unstructured text.
However, this doesn’t tell us whether AI search systems preserve schema markup during web crawling, whether they use it to guide extraction from web pages, or whether this results in better visibility.
The leap from “LLMs can process structured data” to “web schema markup improves AI search visibility” requires assumptions we can’t verify for most platforms.
For Microsoft Bing and Google AI Overviews, schema likely improves extraction accuracy, since they’ve confirmed they use it. For other platforms, we don’t have confirmation of actual implementation.
Dig deeper: Entity-first SEO: How to align content with Google’s Knowledge Graph
What we don’t know about schema and AI search
AI search is so new — for example, ChatGPT search only launched in October 2024 — that companies haven’t disclosed their indexing methods. Measurement is difficult with non-deterministic AI responses. There are significant gaps in what we can verify.
To date, there are no peer-reviewed studies on schema’s impact on AI search visibility, or controlled experiments on LLM citation behavior and schema markup.
OpenAI, Anthropic, Perplexity, and other platforms besides Microsoft or Google haven’t published their indexing methods.
This gap exists because AI search is genuinely new (ChatGPT search launched in October 2024), companies don’t disclose indexing methods, and measurement is difficult with non-deterministic AI responses.
How schema builds an entity graph
In traditional SEO, many implementations stop at adding Article or Organization markup in isolation. For AI search, the more useful pattern is to connect nodes into a coherent graph using @id. For example:
- An
Organizationnode with a stable@idthat represents your brand. - A
Personnode for the author who works for your organization. - An
ArticlenodeauthoredBythat person andpublishedBythat organization, with about properties that declare the main topics.
{
"@context": "https://schema.org",
"@graph": [
{
"@id": "https://example.com/#organization",
"@type": "Organization",
"name": "Example Digital"
},
{
"@id": "https://example.com/#person-jane-doe",
"@type": "Person",
"name": "Jane Doe",
"worksFor": { "@id": "https://example.com/#organization" }
},
{
"@type": "Article",
"@id": "https://example.com/blog/schema-markup-ai-search",
"headline": "Schema Markup for AI Search",
"author": { "@id": "https://example.com/#person-jane-doe" },
"publisher": { "@id": "https://example.com/#organization" }
}
]
}
That connected pattern turns your schema from a set of disconnected hints into a reusable entity graph. For any AI system that preserves the JSON‑LD, it becomes much clearer which brand owns the content, which human is responsible for it, and what high‑level topics it is about, regardless of how the page layout or copy changes over time.
| Aspect | Traditional SEO schema | Entity graph schema |
| Structure | Single @type object per page | @graph array of interconnected nodes |
| Entity ID | None (anonymous) | Stable @id URLs for reuse across site |
| Relationships | Nested, one‑way (author: “name”) | Bidirectional via @id refs (worksFor, authoredBy) |
| Primary benefit | Rich snippets, SERP CTR | Entity disambiguation, extraction accuracy for AI |
| AI impact | Minimal (tokenization often strips) | Makes site a unified knowledge graph source if preserved |
| Implementation | Easy, page‑by‑page | Requires site‑wide @id consistency |
Dig deeper: How structured data supports local visibility across Google and AI
Recommendations for implementing schema for AI search
For AI search, the best way to position schema right now is to:
- Make entities and relationships machine-readable for platforms that preserve and use structured data (confirmed for Bing Copilot and Google AI Overviews).
- Reduce ambiguity around brand, author, and product identity so that extraction, when it happens, is cleaner and more consistent.
- Complement topical depth, authority, and clear brand signals, not replace them.
Use schema markup for:
- Improving visibility in Bing Copilot.
- Supporting inclusion in Google AI Overviews.
- Enhancing traditional SEO.
- Making content easier to parse (good practice regardless of AI).
- Maintaining a low-cost implementation with potential upside as platforms evolve.
However, don’t expect:
- Guaranteed citations in ChatGPT or Perplexity.
- A dramatic visibility lift from schema alone.
- Schema to compensate for weak content or low authority.
Priority schema types (based on platform guidance) include:
Organization(brand entity identity).ArticleorBlogPosting(content attribution and authorship)Person(author authority and entity connections).ProductorService(commercial entity clarity).FAQPage(Q&A content formats).
Dig deeper: The entity home: The page that shapes how search, AI, and users see your brand
Implement schema for AI search today
Schema markup is infrastructure, not a magic bullet. It won’t necessarily get you cited more, but it’s one of the few things you can control that platforms such as Bing and Google AI Overviews explicitly use.
The real opportunity isn’t schema in isolation. It’s the combination of structured data with proper entity relationships, high-quality, topically authoritative content, clear entity identity and brand signals, and the strategic use of @graph and @id to build entity connections.
Intel officially launch their ARC PRO B70 and B65 GPUs
Big Battlemage arrives with Intel’s ARC Pro B70 and B65 graphics cards Intel has officially launched its first “Big Battlemage” graphics cards, new, higher-end Xe2 discrete GPUs that stand above Intel’s prior products. The Intel ARC Pro B70 will become available today, March 25th, with pricing starting at $949, while the ARC Pro B65 will […]
The post Intel officially launch their ARC PRO B70 and B65 GPUs appeared first on OC3D.
Windows 11 to become “calmer and more chill” OS with “fewer upsells”
Expect fewer upsells in the future from Windows 11 Big changes are coming to Windows 11, as Microsoft appears to be finally taking feedback seriously. Microsoft has confirmed that it plans to make Windows 11 more performant and reliable. Additionally, Microsoft appears to be looking into removing mandatory logins from the OS, freeing PC users […]
The post Windows 11 to become “calmer and more chill” OS with “fewer upsells” appeared first on OC3D.
Kerbal Space Program 2 is the scam that won't die — How this game is still allowed on Steam as "Early Access" is beyond me
I want to see Dell's new feature on PCs everywhere — its first Copilot+ mini PC supports five external monitors thanks to customizable ports
Intel's vPro platform expands to Core Ultra Series 3 processors to keep your next work laptop safe — with local AI and efficiency
This trusted Geekom mini PC is 15% off — and it avoids a common "no-name" disaster.
(PR) Dell Announces New Dell Pro Notebooks, Workstations, Monitors and Peripherals
Why it matters
Users want sleek, powerful devices. IT needs security, manageability and budget discipline. Dell's reimagined commercial portfolio delivers both. Advanced engineering—modular architecture, improved thermals, AI-ready silicon—allows thinner, lighter designs that maintain enterprise-grade performance and control. Organizations can now deploy modern hardware that professionals prefer without compromising on the standards IT demands.

Intel Announces Xeon 600 Workstation Processors Implementing "Redwood Cove" P-cores
The Intel Xeon 600 series is built in the LGA4710 package, and supports Intel W890 chipset. It is configured with an 8-channel DDR5 memory interface (16 sub-channels), supporting up to 4 TB of ECC DDR5 memory, with speeds of up to DDR5-8000 being supported. The processor's PCIe root complex puts out 128 PCI-Express Gen 5 lanes. Intel is also offering CPU overclocking features with these processors. There are as many as 11 processor models, with core-counts ranging from the top 86-core/172-thread down to 12-core/24-thread, all models come with 8-channel ECC DDR5 memory and PCI-Express 5.0 x128. All processor models support Intel vPro remote manageability feature-set.
Intel Intros Core Ultra Series 3 vPro "Panther Lake" Processors for Commercial Notebooks
The new "Panther Lake" architecture introduces the new "Cougar Cove" P-core that's optimized for Intel 18A node with enhancements to its branch predictor, memory disambiguation, and TLB improvements to provide a minor IPC increase over the previous "Lion Cove" P-core. The new "Darkmont" E-core further pushes up IPC over the previous "Skymont." Intel Thread Director sees further improvements for more accurate scheduling. The processors launching today come with the entire constellation of Intel vPro manageability features, including Device Discovery, Innovation Platform Framework, Unique Platform ID, total memory encryption with multi-key, Stable IT Platform, Intel AMT, platform service record, remote erase, one-click recovery, and CET. Security features include Intel TXT, platform trust technology, VT with redirect protection, Boot Guard, BIOS Guard, partner security engine, linear address-space separation, and Intel Threat Detection technology.

Intel Announces Arc Pro B70 and Arc Pro B65 GPUs, Maxes Out Xe2 "Battlemage" Architecture
The Intel Arc Pro B70 is configured with 32 Xe cores (Xe2-HPG), 256 XMX engines, and 32 Ray Tracing Units. It comes with 32 GB of GDDR6 memory across a 256-bit wide memory interface, with 608 GB/s of bandwidth on tap. The card comes with a PCI-Express 5.0 x16 host interface. The Arc B70 offers a peak throughput of 367 TOPS (INT8). On the graphics side of things, it supports DirectX 12 Ultimate, OpenGL 4.6, Vulkan 1.3. Compute APIs include Intel's own oneAPI, OpenCL 3.0, and OpenVINO. Its media engine supports AV1, HEVC, VP9, and H.265 hardware-accelerated encode and decode. Display outputs include four DisplayPort 2.1 ports. The card comes with power draw ranging between 160 W to 290 W depending on partner implementation (230 W for the Intel reference card). Intel will provide certified drivers for Windows 11, Windows 10, and Linux.
Citrix VDI Gets Intel Low-power Island E-core Awareness and HDX Super Resolution
First-party testing by Citrix shows that LPE-core awareness is found to reduce power consumption by up to 25% on commercial notebooks. For administrators, the update requires no IT policy changes, simply deploy the latest version of Citrix desktop across clients, and the application will automatically detect and work with processors featuring low-power island E-cores. LPE cores were introduced by Core Ultra "Meteor Lake" mobile processors. These got a major update in significance with Core Ultra 200V "Lunar Lake," where all "Skymont" E-cores of the chip are located in the low-power island of the SoC tile, separate from the Compute complex. The latest Core Ultra 300 "Panther Lake" builds on LPE core concept with up to 4 "Darkmont" LPE cores.
AMD Joins Intel in Raising PC CPU Prices by Up to 15%
Nikkei also notes that both AMD and Intel have informed their clients that CPU price increases will take effect by the end of March and into April, which should start to manifest very soon. What used to be a one or two-week wait from order to CPU shipment has now stretched to a process lasting eight to twelve weeks. This means that a CPU batch ordered in April might not arrive until June. This period is expected to be the worst in terms of supply in the second quarter of this year. Even if OEMs are willing to pay extra to secure CPU supply, availability is lacking. The CPU shortage is worsening daily, coinciding with the ongoing memory and storage shortage we are already experiencing.
Minecraft "Tiny Takeover" overhauls baby mobs with new looks and mechanics
Minecraft's latest "Tiny Takeover" update gives baby mobs a full glow-up, with new models, sounds, and even a Golden Dandelion item that lets you keep them small a little longer. It's a lighter, charm-focused drop, but one players are already embracing for how much personality it adds to everyday gameplay.
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AMD repurposes RDNA 3 for next-gen Medusa APUs with FSR 4 and AI features
Internal software documentation from the LLVM compiler project recently added two identifiers, GFX1171 and GFX1172, marking GPUs that occupy an unusual place in AMD's architecture lineup. While the GFX12 branch represents AMD's next-generation RDNA 4 designs and GFX13 maps to RDNA 5, these new IDs remain under the GFX11 family...
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Microsoft and Nvidia announce AI partnership to fast-track nuclear power plants
Before anyone starts picturing Copilot sitting in a control room, the companies say this is mostly about speeding up the slow work that comes before a reactor ever goes live.
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LG's new 1Hz display tech promises up to 48% better battery life in laptops
LG Display recently announced Oxide 1Hz, a brand-new display technology that it says can significantly improve battery efficiency. The new display type, which has just entered mass production, is designed to automatically change the refresh rate between 1Hz and 120Hz depending on the context.
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Google's TurboQuant reduces AI LLM cache memory capacity requirements by at least six times — up to 8x performance boost on Nvidia H100 GPUs, compresses KV caches to 3 bits with no accuracy loss
Seagate FireCuda 530R 2TB SSD Review: A stealthy workstation powerhouse
Intel officially releases Xeon 600 chips, announces new vPro Panther Lake CPUs — ‘all-new’ vPro platform goes all-in on AI
Start your AM5 build off right with an incredible deal on a Ryzen 9 9900X processor — get $185 off and walk away with the centerpiece of your new or upgraded PC for only $314.99, an all-time low
Kentucky farm family rejects $26 million offer for 600 acres of land from unnamed AI data center suitor — declines 7x offer, wants to ‘Stay and hold and feed a nation’














































































































































