Intel's recently released Arc Pro B70 32 GB GPU has been tested in games, outperforming the Arc B580, and trading blows with the RTX 5060 Ti. Intel Arc Pro B70 GPU Gaming Benchmarks Give Us A Hint of What The Arc B770 "Big Battlemage" GPU Could've Offered To Gamers Back in March, Intel launched its Arc Pro B70 graphics card based on the Battlemage BMG-G31 GPU, which we all know as Big Battlemage. This bigger Battlemage chip was long-awaited in the gaming segment, but Intel decided to focus its efforts towards the AI market, equipping the card with a large [β¦]
Read full article at https://wccftech.com/intel-arc-pro-b70-32-gb-gpu-tested-in-games-65-percent-faster-vs-b580-trades-blows-with-5060-ti/
xAI is reportedly able to utilize just over 10% of its entire NVIDIA GPU fleet, as report suggests lackluster AI software stack optimizations. AI Software Stack Bottlenecks Are An Industry-Wide Problem, As xAI Is Only Able To Utilize 11% of Its Entire NVIDIA GPU Installation. The Information has reported that Elon Musk's xAI, the software firm behind Gorq and other key AI-based components, is only able to utilize a small chunk of its total installed GPU capacity. Currently, xAI runs around 550,000 NVIDIA GPUs, which are a combination of H100s and H200s. These are deployed within xAI's Memphis and Colussus [β¦]
Read full article at https://wccftech.com/xai-using-just-11-percent-gpus-while-meta-google-squeeze-out-much-more/
The ROG Equalizer doesn't work as advertised as discovered by Der8auer in his latest demonstration. ROG Equalizer 12V-2x6 Cable Shows Large Current Imbalance On WireView Pro II While Removing the Bridge Improves Balancing It appears that ASUS's recently released ROG Equalizer 12V-2x6 cable might not be the solution for proper load balancing. ASUS explicitly advertised the ROG Equalizer cable as a component that does better load balancing than regular 12V-2x6 cables, but the testing by popular German YouTuber Der8auer reveals something interesting. Der8auer has made two videos on the connector, but his latest video finds out what makes the ROG [β¦]
Read full article at https://wccftech.com/asus-rog-equalizer-shows-significant-load-imbalance-across-pins/
Micron posted a record Q2 as DRAM demand increases, but its CEO says this is just the beginning as more memory is required for AI to reach its full capabilities. Micron CEO Sees Demand For Faster Memory To Increase Massively For AI To Reach Its Full Potential Memory & Storage maker, Micron, has seen exceptional growth across all of its businesses, which include DRAM, NAND, and HBM. The growth comes from skyrocketing demand for their products as the Agentic AI craze continues to lift off every memory and storage firm. During a conversation with CNBC, Micron's CEO said that what [β¦]
Read full article at https://wccftech.com/micron-ceo-warns-ai-is-only-in-the-first-innings-memory-supply-tightens-dram-nand-demand/
Every World Cup, millions across Latin America create prediction pools called quinielas, pollas, or prodes depending on the country. Organizers collect predictions via WhatsApp, track scores in Excel, and manually update leaderboards that nobody trusts. With 104 matches in 2026, thatβs unsustainable.
Toqui replaces the entire workflow. Create a pool, share a link, and everyone joins to predict from their phone. Scores update live and leaderboards are automatic. No app download is needed since itβs a PWA. Free for groups up to 25. Pro tiers support offices and companies up to 1,000+. Covers World Cup 2026, Liga MX, Champions League, and more. Built for Latin America but works everywhere.
Roami provides global eSIM connectivity for travelers across 200+ countries and regions. Activate instantly without a physical SIM, choose daily unlimited or 1β30GB data plans, and access options with voice. The app auto price matches, supports 21 languages and local payments, and offers a worry-free refund if service doesnβt work.
Start with 100MB free to try, then stay online at high speed with partner networks and 24/7 human support on iOS and Android.
AMD seems to be preparing its first PRO CPU with 16 "Zen 5" cores & 3D V-Cache, the Ryzen 9 PRO 9965X3D. AMD's Ryzen PRO Lineup Used To Max Out at 12-Cores, But That Changes With The Upcoming 16-Core Ryzen 9 PRO 9965X3D AMD Ryzen PRO Desktop CPUs are designed for professionals, content creators, and AI users. These chips come with advanced security, manageability, and stability versus the standard chips. For a long time, AMD's Ryzen PRO family has featured up to 12-core models, but it looks like the company is about to release its fastest chip to date. On [β¦]
Read full article at https://wccftech.com/ryzen-9-pro-9965x3d-cpu-leak-amd-first-16-core-pro-cpu-with-3d-v-cache/
Halo leaker RebsGaming reports that Halo Studios is already working on remakes for the second and third installments in the sci-fi first-person shooter franchise. Halo 2 and Halo 3 are currently in early development, presumably powered by Unreal Engine 5 like the first game's remake; this builds on a previous claim from a former Halo Studios developer, and is now backed by two additional sources, one of whom provided verification to RebsGaming and confirmed the trilogy remakes will proceed regardless of how well the upcoming Halo: Campaign Evolved performs. A separate source (the same one who leaked an unreleased Campaign [β¦]
Read full article at https://wccftech.com/halo-2-halo-3-unreal-engine-5-remakes-reportedly-in-development/
Koopic is a CAASM platform built for security teams who need a complete, trusted asset inventory. It pulls data from every tool in your stack β EDR, MDM, CMDB, cloud, on-prem β and merges it into one golden record per device. Shadow IT surfaces automatically, coverage gaps become visible, and exceptions are tracked.
The result is a near real-time picture of your full environment so you can see real risk and prioritize what to fix next. No spreadsheets, no six-figure contracts, no black-box merging. Start free in minutes.
Live3D offers an online AI image editor that lets you transform photos with simple text instructions. Change hairstyles, poses, backgrounds, lighting, and text while keeping faces and identity consistent. Make precise, localized edits, choose from multiple AI models such as Seedream 4.5 and Nano Banana variants, and export in many sizes. Upload your image, describe the change, generate results in seconds, and download the final version.
Chip manufacturer Samsung is experiencing strong demand for its 4-nanometer process due to strong demand from the memory market, suggests a report in the Korean press. The details suggest that Samsung Foundry has secured orders that extend into 2027's production, and according to a source, the 4-nanometer process' stability has played a role in ensuring the strong demand. Samsung Foundry Purportedly Experiencing Strong Demand For Its 4-nanometer Chip Manufacturing Process Today's report is the second over the past couple of days that claims high yields for Samsung's 4-nanometer manufacturing process technology. This technology, dubbed SF4, began mass production in 2021 [β¦]
Read full article at https://wccftech.com/hot-memory-demand-pushes-samsungs-chip-making-business-to-profitability-report/
PropSyncX lets you manage and copy trade multiple funded futures accounts from a single, clean dashboard. Connect TopstepX, Tradovate, Rithmic, and NinjaTrader, place one trade, and replicate it across accounts in under 100ms while still controlling each position independently with per-account TP/SL brackets. Trade on built-in TradingView charts with drag-and-drop stops, real-time market data, a multi-account P&L view, and a built-in trading journal to track performance.
Most creators skip video because filming is a pain. Kinova fixes that. Describe what you want, and our AI video agent produces clips with consistent characters and professional voiceover. Go from idea to published video in minutes.
Concordance delivers SDLC intelligence to observe, govern, and improve engineering. It connects to GitHub, GitLab, Bitbucket, Jira, and Linear with read-only OAuth and scans commits, PRs, branches, workflows, and issues to score 50 protocols across requirements, design, development, testing, release, and operations.
Get per-team maturity scores, audit-ready evidence mapped to SOC 2, ISO 27001, NIS2, and CRA, AI-active repo detection, and deployment risk gates. Start free for one team; upgrade for compliance, AI governance, and risk lenses.
open source agent engineering platform
Ultimate career toolkit for UX/UI & Product designers
Virtual Machines for Your Agents
The missing open-source Kubernetes UI
Catch when coding agents break each other before merge
The fitness tracker for your car
StillDeck is a free browser-based Klondike solitaire game for people who just want to play cards without pop-ups, accounts, or app installs. Open the site on any device and start playing immediately. It includes Draw 1 and Draw 3 modes, an undo button, move counter, and auto-complete for finishing solved games. The interface is minimal and distraction-free. StillDeck is available in 19 languages and works on desktop, tablet, and mobileβall from a single URL.
The Buildsheet is a platform for car enthusiasts to track and share vehicle builds. Create a buildsheet, log mods with photos and notes, and organize parts and updates. Explore a feed by make, model, or build type, follow projects you love, and message builders. Membership starts at $1.99/month with the first month free to support hosting and community features.
Pantr AI is a visual workspace for generating and editing images on an infinite canvas. Build directions with drag-and-drop references using the @ system, iterate with regenerate, crop, expand, and animate, and keep every variation in view. It runs on Gemini 3.1 Pro for high-quality results, includes a Creative Director that sees your canvas to help with prompts, and uses pay-as-you-go credits that never expire.
Every major shopping tool today answers one question: where can I get this cheaper? Nobody answers the harder question: is this product actually worth buying? IMO fills that gap. Our AI agents analyze thousands of verified owner reviews, filtering out fake, incentivized, and early honeymoon ratings, to tell you what real owners discovered after months of daily use. Our Electronics Specialist agent VOLT provides an IMO Score (0β100) based on owner satisfaction, durability, value ratio, and defect frequency, plus the #1 hidden flaw mentioned by 847 reviews that the product page never will. All of this is available in under 10 seconds, free, on WhatsApp.
RenovateIndex provides regional renovation cost estimates for Canadian homeowners, adjusted for provincial labour rates using Statistics Canada BCPI data and city-size modifiers from CMHC. You can browse 50 services across 55 cities to see budget-to-premium ranges, component breakdowns, and cost factors to help plan and sanity-check contractor quotes. The site details its methodology and publishes insights for homeowners and contractors.
FPLai provides AI-powered analysis for Fantasy Premier League managers. Connect your squad to see prioritized transfers, captaincy picks, and a data-backed starting XI tailored to your budget and remaining moves. Elite Pulse tracks Top 1k activity so you can act before the crowd.
Use Team DNA to visualize strengths, risk profile, and trends, then monitor injuries and price changes to avoid surprises. Track rank progression, compare against rivals, and turn every gameweek into a clear, confident plan.
MakeInfographic is an AI infographic generator that turns a simple prompt into a finished, editable design. Describe your topic, pick a layout and visual style, then download or refine the result. It supports timelines, comparisons, processes, pyramids, explainers, and statistical layouts, plus style shifts like clean, sketch, comic, clay 3D, and isometric. Create platform-ready variations for X, TikTok, Pinterest, Instagram, and more. Free exports include a watermark, with 4K available to subscribers.
Well, isn't that unexpected? A Japanese toilet maker has just announced that it will pivot to AI chips, leading to a 18% stock surge. Ceramics Used For Making Toilets Are Now Going To Power The AI Chip Industry Who would've predicted that a company involved in making toilets and other sanitary equipment would start making AI chips? Well, Toto, A Japanese company, has just announced that and is seeing a boost to its stock. The company leverages creamics for its current operations, but the same ceramics can be used for making components that are critical to AI infrastructure. As per [β¦]
Read full article at https://wccftech.com/from-toilets-to-ai-chips-toto-joins-msg-maker-ajinomoto-as-japans-strangest-beneficiaries-of-the-ai-spending-frenzy/
After having reviewed several portable monitors from Uperfect, I got my hands on the UFree V, a new portable monitor which promises completely "wireless" operation. As soon as I read that, my interest sparked several folds since conventional portable monitors aren't "truly" portable, as you still have to power them using an outlet and connect them to a device. Portable monitors are usually much lighter and thinner than regular desktop monitors, but UFree V brings both a lighter and thinner build, alongside wireless operation. After having tested the UFree V, I have been eager to explain the pros and cons [β¦]
Read full article at https://wccftech.com/review/uperfect-ufree-v-wireless-portable-monitor-review/
MiroFish is an AI simulation chat that predicts outcomes from your what-if questions. It combines seed creation, graph-based simulation, and reporting in a single conversation, so you can stay in chat while it works behind the scenes. Start with text and optionally attach files for context. Each response includes a structured result card with summaries and clear follow-ups, helping you explore shifts in sentiment, narrative spread, and stakeholder reactions across policy, brand, and product scenarios.
Fokal helps founders get found on Google and AI search without the time or cost of a traditional agency. You tell Fokal what your business does, and it handles the rest. It audits your site for technical issues, identifies content gaps, writes publish-ready articles in your voice, pitches editors for backlinks, and monitors if AI tools like ChatGPT, Perplexity, and Google AI recommend your brand.
No SEO knowledge is required. Everything is prioritized and ready to act on, so you always know what to work on next.
Europe is mandating structured e-invoicing for all businesses β Germany from 2027, France from 2026 β and most tools either charge extra for compliance or don't support it at all. Facturwise generates fully compliant ZUGFeRD 2.4 and Factur-X 1.0.8 invoices automatically on every plan including the free one. Beyond compliance, you get multilingual invoices in 6 languages, 30 currencies with live ECB rates, SEPA QR codes, recurring billing, payment reminders, expense tracking, and client management β everything you need to invoice across the EU from one platform.
QNAP has introduced its new AI NAS, which packs a 16-Core AMD EPYC "Zen 2" CPU & can be paired with up to an RTX PRO 6000 Blackwell GPU. Old Meets New In QNAP's "QAI-h1290FX" AI NAS: 16 Zen 2 Cores & 96 GB RTX PRO 6000 GPU The "QAI-h1290FX" is QNAP's latest Edge AI offering that combines two distinct hardware components. But before we get into the details, it should be mentioned that QNAP's latest AI NAS is designed for LLM, RAG, and various GenAI applications. Two components power the server, the first is the AMD EPYC 7302P CPU, [β¦]
Read full article at https://wccftech.com/qnap-pairs-6-year-old-zen-2-epyc-with-nvidia-96gb-rtx-pro-6000-blackwell-in-new-edge-ai-nas/
PawBench helps dog owners find the right gear for their specific dog. It matches recommendations to breed size, coat type, and energy level, rather than just offering generic "best dog beds." For example, it finds the best bed for a 90-lb German Shepherd who sleeps hot or the safest harness for a flat-faced Frenchie.
We've researched 200+ products across 10 categories and written guides for 75 breeds. You can browse by category or by your dog's breed, read side-by-side comparisons, and buy what actually makes sense for your dog, not whatever paid for the top spot.
SegmentFlow is an AI-driven email marketing platform for ecommerce brands. Describe your campaign in plain English and it writes the copy, designs the emails, builds segments, and sends to the right audience. It creates automated journeys and transactional emails, tracks revenue attribution, and supports newsletters and lead magnets. Connect Shopify or WooCommerce in minutes to sync customers, orders, and products, then launch campaigns fast at a fraction of typical costs.
Hi-AI is an affordable all-in-one multimodal AI platform that helps you search the web, draft reports, and create media. Chat by voice or text, then generate and edit images, produce videos, design 3D meshes, and compose songs. Use it to research topics, summarize results, and turn ideas into visuals, animations, and audio.
Moore's Law has slowed down, but progress continues in logic development as a new roadmap points to sub-1nm process nodes around 2034. It will Be Years Before Process Technology Go Sub-1nm, But They Are In Development: 0.7nm by 2034 & <0.2nm by 2046 Process technologies have slowed down as we transition into the Angstrom era. While newer nodes continue to offer uplifts, they are getting expensive to produce as the machinery needed to achieve newer designs comes at higher costs. Furthermore, the reliance on chiplets through advanced package solutions has reduced the need to shift to newer nodes immediately, as [β¦]
Read full article at https://wccftech.com/sub-1nm-process-node-technology-wont-arrive-till-2034-logic-roadmap-2dfets-sub-0-2nm-2046/
AMD has taken a major step toward enabling native open-source HDMI 2.1 support on Linux by submitting new patches for its AMDGPU driver. AMD Moves Closer to Open-Source HDMI 2.1 Support on Linux With New AMDGPU FRL Patches It appears that the HDMI 2.1 support is finally arriving to Linux as AMD has submitted the new Fixed Rate Link (FRL) patches for its AMDGPU driver. This has been one of the longest-standing limitations that affected Radeon GPUs on the platform. There have been years of restrictions tied to the HDMI Forum (Org behind the HDMI standard) policies that prevented upstream [β¦]
Read full article at https://wccftech.com/amd-finally-cracks-hdmi-2-1-on-linux-after-years-of-forum-lockout/
One of the best gaming processors has dropped to its lowest price in 2026, but it's a limited-time deal. AMD Ryzen 7 7800X3D Drops to $324 on Amazon; The Best Gaming Processor for Sub-$350 Price Tag Not just Ryzen 7 9800X3D, the launch of newer and faster processors has resulted in price drops across various Ryzen chips, including previous-gen CPUs. AMD Ryzen 7 7800X3D is still one of the best gaming chips that trades blows with Ryzen 7 9800X3D, but is significantly cheaper right now. While the processor launched at a hefty price tag of $350, it got discounts after [β¦]
Read full article at https://wccftech.com/amd-ryzen-7-7800x3d-hits-its-lowest-2026-price-at-324/
You don't see these deals everyday, and this is one of the craziest ones we have seen so far for the AM5 platform. Redditor Grabs AMD Ryzen 7 7800X3D for Just $145 and Ryzen 5 7600X For Only $75 From Local Walmart The AMD Ryzen 7 7800X3D sells for around $350 on Amazon, which, even though it is significantly lower than its launch price, is still a hefty price tag for most. Being one of the best gaming processors, the Ryzen 7 7800X3D sees huge demand, which is why users are willing to pay over $300 for this chip. However, [β¦]
Read full article at https://wccftech.com/user-walks-out-from-walmart-with-a-ryzen-7-7800x3d-and-7600x-for-just-220/
Today, Pearl Abyss rolled out update 1.5 for Crimson Desert across all platforms except the Mac App Store, which will receive it at a later time. Patch 1.05.00's headline addition is the highly anticipated (and promised) Rematch system, which lets players revisit any of the game's 69 bosses at any time by lighting their lantern at the site of a previous encounter to read a Memory Fragment. The system launches with two modes: Reminisce, which recreates the fight exactly as it was the first time, and Resonate, which scales the boss's stats to match the player's current progression if they've [β¦]
Read full article at https://wccftech.com/crimson-desert-patch-1-5-boss-rematch-pearl-abyss-5m-sales/
Hal9 helps startup founders design, build, and scale AI-powered products without hiring an in-house team. Its fully managed, autonomous AI turns ideas into working chatbots, agents, APIs, websites, mobile apps, and extensions, and handles hosting, monitoring, and updates.
The platform supports any major model, runs securely in isolated Kubernetes pods, and can deploy in your cloud or data center. Experts guide Python-based workflows while AI agents generate code, letting you launch quickly with predictable, startup-friendly pricing.
AMDβs preparing to deliver a βfull implementationβ of HDMI 2.1 on its Open Source Linux drivers Phoronix has confirmed that AMD has officially implemented HDMI Fixed Rate Link (FRL) into its Open Source Linux GPU drivers. HDMI FRL is part of the HDMI 2.1 standard and enables higher bandwidth display connections. This bandwidth, in turn, [β¦]
The post AMD preps βfullβ HDMI 2.1 implementation for Linux appeared first on OC3D.
The unibody aluminum chassis of Appleβs MacBook family offers sufficient durability, but itβs always a good practice to carry a bag with plenty of padding for that extra layer of cushioning when you go through airport security. Unfortunately, one event that cannot be avoided is when youβre forced to offload laptops onto a bin, which then goes through a belt during the security check. Sadly, one owner has shown evidence that his MacBook was dented after it fell off that very belt, and the airport staff were the least accommodating about the damage to expensive hardware. Fortunately, thereβs a way [β¦]
Read full article at https://wccftech.com/macbook-got-damaged-during-airport-security-staff-least-bothered/
LG Japan has disclosed the official prices for its high-end OLED gaming monitors, as well as specifications on the official Japanese website. LG Japan Starts Taking Pre-Orders for UltraGear 45GX950B-B 5K OLED, Starting at $1,653 and 32GX870B-B at $1081 The LG UltraGear EVO lineup introduced at CES this year is now starting to hit shelves, at least in a few regions. While not available globally at the moment, LG Japan has started taking pre-orders for two models in the LG UltraGear EVO lineup. This includes the flagship 45-inch UltraGear EVO AI 5K2K 45GX950B-B gaming monitor, as well as the 32GX870B-B, [β¦]
Read full article at https://wccftech.com/lg-japan-starts-taking-pre-orders-for-ultragear-45gx950b-b-and-32gx870b-b/
TSMC's next-generation A16 or 1.6nm process tech will be the start of its "Angstrom Era" journey, delivering improved performance/power profiles versus 2nm. Angstrom Era For TSMC - A16 Process Tech Offers Better Performance/Power Profiles Versus 2nm While Adding Backside Power At the 2026 VLSI symposium, TSMC will be presenting its A16 process node technology. A16 is part of TSMC's Angstrom era family of nodes, which includes A14 and the recently announced A13 & A12. In a preview provided by VLSI of the upcoming paper titled "T1.5", TSMC restates the performance/power profile advantages. One of the biggest features for A16 will [β¦]
Read full article at https://wccftech.com/tsmc-a16-node-promises-speed-boost-power-cut-over-2nm-backside-power-production-q4-2026/
YTVidHub lets you download and clean YouTube subtitles at scale. Use the Chrome extension for one-click downloads, or paste video, playlist, or channel links on the site to bulk extract transcripts, generate AI summaries or mind maps, and export SRT, VTT, or clean TXT for research and editing. It strips timestamps and formatting to produce model-ready text, supports multiple languages, and includes daily free credits so you can test the pipeline before upgrading.
Rankoup is a community-ranked marketplace where listings rise through votes, interest, and quality. Buyers can upvote listings, discover standout items across categories, and message sellers directly. Sellers gain early exposure and visibility without relying on ad budgets, making it easier to reach engaged buyers globally.
Alphabet and Microsoft earnings show search ad revenue growing while Google Network revenue fell to $6.97B, continuing a multi-quarter decline.
The post What Google & Microsoft Earnings Say About Search appeared first on Search Engine Journal.
Appleβs Mac Mini just became a lot less affordable Apple has removed the cheapest Mac Mini option from its global storefront, significantly raising the baseline pricing for the system. Previously, Appleβs baseline Mac Mini had 16GB of unified memory and a 256GB SSD and cost Β£599/$599. Now, the systemβs baseline configuration has 16GB of memory [β¦]
The post Apple raises Mac Mini prices by removing 256GB option appeared first on OC3D.
Valve's Steam Machine was supposed to be an affordable gaming PC for the living room. Rising memory and storage prices have turned that dream into a pricing nightmare.
Tenstorrent made a bold claim during their TT-Deploy livestream, saying they are going to crush everyone at everything, including AI, with their Galaxy servers. Tenstorrent Galaxy Supercluster Offers 10x Faster GenAI Video, And Destroys Current-Gen GPUs With "Blitz Mode", Offering 350+ Tokens/s In DeepSeek R1 Jim Keller and his Tenstorrent are on a mission to challenge the existing AI hierarchy with their RISC-V-powered platforms. As such, the company unveiled its latest Galaxy Blackhole servers for AI at scale. With Galaxy Blackhole, Tenstorrent offers a fully Networked and native AI solution that includes compute, memory, and networking, all unified into a [β¦]
Read full article at https://wccftech.com/tenstorrent-vows-to-crush-everyone-galaxy-blackhole-hits-350-tokens-on-deepseek-r1-undercut-nvidia-gb300-ai-tco/
CPUs or GPUs, but require lots of memory for running Agentic AI, and this demand is spiraling to unseen levels as DRAM constraints persist. CPUs Running Agentic AI Will Be Equipped With Up to 400 GB of Memory, Further Crushing The DRAM Supply Chain Memory makers are earning big profits but are also unable to meet the demand. We have seen reports on how major manufacturers are rapidly expanding their production facilities, but these are yet to become operational, and Samsung itself has stated that 2027 will be worse for the DRAM industry than 2026, so it's looking like a [β¦]
Read full article at https://wccftech.com/agentic-ai-pushes-cpus-to-pack-400-gb-of-memory-4x-more-than-today/
Rehinged Healthcare helps post-acute sales teams identify providers that need their products by ranking facilities using 150+ CMS and Medicare clinical, staffing, and operational signals. Describe your ideal account, then filter, score, and export prioritized nursing home and prescriber lists in seconds.
The platform updates monthly with verified datasets, requires no IT integration, and covers over 80,000 post-acute providers and 1.1 million Medicare prescribers, so you can focus outreach on high-fit accounts.
Domily is a rental platform for Germany that treats landlords and tenants fairly. You can list properties or find apartments with one-time, pay-on-success pricingβno subscriptions or auto-renewals. Create listings in plain English, schedule viewings, and review applications with clear summaries and verified documents. Manage everything from a single dashboard with real-time notifications, capped applications, and direct dispute resolution. Launching Q2 2026, credits never expire and only active, verified listings go live.
ChatGPT Free lets you chat with advanced AI models without login or limits. Use it to write content, translate languages, research topics, and get coding help. Access ChatGPT, Gemini, Claude, Grok, DeepSeek, and Qwen in one place for fast, accurate responses on mobile or desktop.
Surmado offers Scout, an AI research analyst that checks how search engines and AI models talk about your business, then sends clear reports, fixes, and content ideas by email. You can ask for site audits or AI visibility checks and get prioritized recommendations without learning a new dashboard. Scout also rebuilds your existing website by applying fixes, tweaking content, optimizing SEO, and tightening your messaging so your brand shows up more clearly in AI results and customer searches. Plans work for small businesses and agencies, with payβasβyouβgo or monthly options. White label and API are available.
StudyPass helps you pass your citizenship test on the first try. It uses official government questions and matches real exam formats, then explains each answer to help you understand the civics behind it.
You can track your strengths and weaknesses, practice by category, and save progress across devices. Start free for the US, UK, Canada, and Australia with up-to-date 2026 question banks, with more countries coming soon.
Most privacy scanners only list cookies. SecureSpells analyzes real runtime behavior to detect GDPR risks they miss, like pre-consent scripts, hidden trackers, and risky third-party flows. Each issue includes a clear risk score, technical fix instructions, and direct GDPR references. Built for developers, agencies, SMEs, and DIY website owners who care about GDPR compliance and want real answers, not just cookie lists. Run a free scan in seconds with no signup required.
Organize Your Files With AI
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Mix and match up to 4 live streams at once
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A dedicated cloud machine for bots and software
emailho.me centralizes your team's project emails in shared rooms you CC on messages. Each room gathers threads into a searchable timeline where everyone stays aligned, with notes, @mentions, instant notifications, and daily digests. With Pro, you can reply from the timeline via your Gmail, use AI to summarize long threads and auto-tag messages, and manage attachments. Data is encrypted with AES-256, hosted in the EU, and fully GDPR compliant.
Validue exists because too many founders spend six months building something nobody wants, often due to untested assumptions. You assumed people would pay, assumed they'd switch, or assumed the problem was urgent enough. Validue makes those bets visible before you build. Describe your idea in plain English, and AI extracts the specific assumptions you're betting on.
Photo Poodle is a guest photo sharing platform for weddings and events that turns attendees into active contributors. Instead of passively asking people to upload photos, Photo Poodle uses fun, real-time prompts and challenges to guide guests on what to capture, making it easy and engaging to collect every moment.
Guests simply scan a QR code, follow playful photo ideas, and upload instantly β no app required. The result is a complete, shared album filled with candid, diverse perspectives, without chasing guests or hiring a professional photographer.
Claimful lets you create simple and beautiful claim pages that deliver files or links instantly after signup and capture emails without a website. It offers indexed profile pages to showcase all shared resources beautifully. Share a clean link anywhere, watch leads flow in, and track views, signups, and conversions. Get alerted on new signups and export your email lists for your use case.
Real Estate Ledger is a digital property document management platform, like a CARFAX for homes. Upload any record, such as warranties, permits, leases, inspections, invoices, or maintenance logs, and AI automatically categorizes it. The Property Guidebook generates professional, shareable reports for buyers, lenders, and insurers. Every document is fingerprinted with Digital Evidence to create an immutable, tamper-evident history that builds trust and increases property value.
It is built for homeowners, real estate investors, builders, agents, and HOAs. The free plan covers up to 10 properties with all core features and requires no credit card.
Keep your groups connectedβfamily, friends, and teamsβin one app. GrΕ«ps brings together group chat, calendaring, communications, events, bookings, maps, and more. Run threaded conversations, create newsletters and announcements, share albums, and make quick decisions with polls and Q&As. Configure your notifications for push, email, or SMS.
Built for iOS, Android, and web on a web-native stack, GrΕ«ps gives group admins full control: add or remove features, customize the look and feel, set role-based permissions, and decide what's public versus private. Everything is behind authentication by default. No ads. No data mining. No tracking.
Google's Preferred Sources is now available as a global signal that can help SEO for Top Stories and Google Discover.
The post Googleβs Preferred Sources Is Now A Global SEO Signal appeared first on Search Engine Journal.
Gemini Pro is an AI image and video generator that turns text prompts and photos into 4K images and cinematic videos. The platform includes models like Veo, Sora, Kling, Wan, Flux, Seedream, and GPT Image, supporting text-to-image, image-to-image, text-to-video, and image-to-video workflows. You can guide results with reference images and aspect ratios, create quickly, and download outputs for commercial or personal use.
Tanso helps AI companies understand which customers and features are truly profitable. It wraps your LLM calls and joins usage costs with Stripe revenue to show margins per customer, per feature, and per model in real time. With a single instrumentation step, you get clear cost attribution, live revenue sync, and actionable alerts. Route traffic from expensive models, set cost thresholds, and flag at-risk customers to protect margins. Tanso integrates with OpenAI, Anthropic, and Stripe to replace spreadsheets with decision-ready metrics.
Google's web.dev guidance advises developers to treat AI agents as a distinct visitor type and recommends practices similar to accessibility practices.
The post Google Tells Developers To Build For AI Agents, Not Just Humans appeared first on Search Engine Journal.
The iPhone 20 will switch to a design that Apple has never attempted before, involving a quad-curved displayΒ that, when combined with the companyβs Liquid Glass UI, introduces a seamless visual appearance that offers an illusion of a bezel-less form factor. As expected, developing this display is no easy feat, which is why only one manufacturer is taking on this responsibility. However, an exclusive OLED deal could make things expensive for Apple as it will require a premium thatβs being paid to the supplier. Also, if things werenβt bad enough, Apple CEO Tim Cook has warned that its DRAM stockpile is [β¦]
Read full article at https://wccftech.com/apple-iphone-20-could-be-ludicrously-expensive-due-to-dram-and-oled-deal/
Since Asha Sharma took over as the new chief executive officer of Xbox, the most immediate change she made was to make Xbox far more communicative than it had previously been between its executives and Xbox players. Now, that same courtesy is being extended to developers, or at least it is in a more public fashion, and it's starting with a popular topic: Project Helix. Today, Xbox revealed the Game Dev Update, a new kind of premiere event that's not a showcase of upcoming games or hardware, but is instead speaking more directly to the game developers working with or [β¦]
Read full article at https://wccftech.com/xbox-game-dev-update-show-project-helix/
LeadClaw is an AI-powered outreach assistant for service businesses. It finds local prospects via Google Maps, directories, and web data, writes personalized emails in your voice, and follows up automatically. It handles replies around the clock and CCs you when a lead shows interest so you can close. You get daily briefings with opens, replies, and next steps, and setup takes minutes with a dedicated assistant email.
Microsoft Advertising is expanding its Performance Max reporting with publisher-level conversion and spend data β giving advertisers more visibility into where results are actually coming from
Whatβs happening. According to Microsoft Ads Product liaison Navah Hopkins, the PMax Website Publisher URL report now includes conversion and spend metrics, moving beyond basic placement visibility into actionable performance data.
This gives advertisers clearer insight into which placements are driving real outcomes β not just impressions or clicks.
Why we care. This update gives advertisers visibility into which placements are actually driving conversions and spend β not just impressions. That means better optimisation decisions, from scaling winning inventory to cutting wasted spend. It also makes it easier to trust and justify Performance Max performance with concrete data, rather than relying on aggregated reporting.
How advertisers can use it. The update opens up several practical use cases. High-performing placements can now inform Audience Ads strategies, such as building remarketing campaigns or impression-based audiences from winning inventory.
At the same time, advertisers can identify poor-fit placements and exclude them using account-level URL exclusion lists, helping protect brand safety and improve efficiency.
Between the lines. This is another step toward making automated campaigns more transparent. Rather than replacing control entirely, platforms are starting to give advertisers clearer signals on whatβs working β and where to act.
What to watch:
Bottom line. With conversion and spend data now visible at the placement level, Microsoft is making Performance Max a little less of a black box β and a lot more actionable.
After revealing its release date yesterday, Subnautica 2 developer Unknown Worlds has revealed the PC system requirements for its upcoming underwater deep-sea exploration survival adventure. Overall, the requirements arrive at a sort of middle ground for today's games, but they are far above what you'd need to play the first game. So much so that depending on when you last upgraded your PC, you might have to go diving for some extra RAM just to meet its requirements for the recommended minimum settings. Subnautica 2's minimum requirements call for a base of 12GB of RAM, to play the game at [β¦]
Read full article at https://wccftech.com/subnautica-2-pc-requirements/
Just a day after warning about Mac Studio and Mac mini supply remaining constrained for a number of months ahead, Apple has apparently discontinued the base Mac mini globally, as advanced node capacity and memory price inflation emerge as potent bottlenecks. Apple discontinues the base Mac mini as TSMC's advanced node capacity and the ongoing memory inflation begin to bite The base variant of the Apple Mac mini, which sported the M4 chip, 16GB RAM, 256GB of storage, and a retail price of $599, has now been pulled from the configurator in the US and other key global markets. Do [β¦]
Read full article at https://wccftech.com/apple-discontinues-the-256gb-mac-mini-just-a-day-after-warning-of-a-memory-apocalypse/
APX or Advanced Performance Extensions are the next evolution of x86 as Intel & AMD co-develop new standards for the architecture. APX Expands the x86 Instruction Set, Bringing Faster Performance & New Features That Will Benefit Both Intel and AMD's Next-Gen Chips Two days ago, we talked about ACE (AI Compute Extensions), which is a unified instruction set that aims to increase matrix-multiply performance for next-gen x86 chips. ACE is just one part of the grander scheme in which both Intel and AMD are working together to evolve the x86 architecture under a single unified framework through the recently established [β¦]
Read full article at https://wccftech.com/intel-amd-work-on-apx-the-next-major-step-in-the-evolution-of-x86-architectures/
After KRAFTON's disappearance from the Subnautica 2 Steam page spurred speculation that KRAFTON would no longer be publishing the game and that perhaps developer Unknown Worlds could be looking to split from the publisher in the future, the studio has cleared the air. In an interview with Eurogamer, two members of the Unknown Worlds team were able to provide some clarity and insight on the situation, the long and short of which is that yes, KRAFTON is still co-publishing the game. We can only speculate what will happen between Unknown Worlds and KRAFTON in the long-term now that the CEO [β¦]
Read full article at https://wccftech.com/subnautica-2-krafton-steam-page-unknown-worlds-co-publishing/
Filla helps Airtable teams build forms that do more than collect submissions. Forms sync with your Airtable schema, support linked records, and use conditional logic so submissions can create or update records correctly. Filla also includes built-in processors to validate emails, detect duplicates, transform data, and trigger follow-up actions automatically. That lets teams move from form submission to a completed workflow without using extra tools.
Fingine models your business and personal money to turn any decision into clear runway math. It keeps a typed model of cash, MRR, headcount, opex, and fundraise plans, and runs every what-if through a deterministic server-side calculator. You get a transparent βshow the mathβ breakdown of cash, burn, and formulas, with consistent results, strong security, and support for multiple currencies. Use it for founder finance or life decisions, all on the same engine.
AMD's powerful Ryzen AI Halo Mini PC is reportedly launching in June and features the top Ryzen AI MAX+ 395 SoC. AMD's Powerful & Compact "Ryzen AI Halo" Mini PC Is Expected To Launch Next Month AMD recently hosted its AI Dev Day in San Francisco, where it once again showcased the Ryzen AI Halo Mini PC. A Reddit user, 1ncehost, has posted pictures from the event where Jack Hyuh was holding in the Mini PC, and based on the information, AMD is expected to launch the Mini PC in June, which is next month. The company didn't state any [β¦]
Read full article at https://wccftech.com/amd-aims-ryzen-ai-halo-mini-pc-at-nvidia-dgx-spark-targets-june-launch/
Kingdom Come: Deliverance makers Warhorse Studios hosted a Reddit AMA yesterday, and while the positive side of the event included confirmation that it is working on "a huge immersive RPG," several of the questions instead focused on allegations that the studio fired one of its translators after his role was made "obsolete in favor of using AI for all translations going forward." At the time of the allegations, Warhorse's response was that it "has always been a talent-driven studio, and we deeply value the people who shape our work. Out of respect for the privacy and dignity of both current [β¦]
Read full article at https://wccftech.com/warhorse-studios-does-not-see-ai-as-substitute-for-humans-following-fired-translator-allegations-kingdom-come/
A few weeks ago, Mundfish released Blood and Crystal, the fourth and final DLC for its debut game, the single player first-person shooter Atomic Heart. The game was very successful (it surpassed 10 million users about a year ago) and opened up a whole franchise, with an MMORPG spin-off titled The Cube and a full-fledged sequel with a much bigger world and an expanded RPG layer, as we discovered in our previous interview with Mundfish founder and CEO Robert Bagratuni. Today, we have a fresh Q&A to publish. This time, it's focused on Blood and Crystal, the significance of Atomic [β¦]
Read full article at https://wccftech.com/mundfish-atomic-heart-lessons-atomic-heart-2-cube-mmo/
GetTheGists is a Chrome extension that reads any article, paper, or post and delivers the gist, why it matters, and the few parts worth your time. It processes pages securely, previews locally, and never stores content or trains on your data. Start with 3 free summaries, then upgrade for higher limits and follow-up questions. Use it to decide what to skip, what to read in full, and save hours across compliance docs, academic papers, and long-form web content.
Microsoftβ¦ Nowβs a bad time to ask Windows users to upgrade their memory Microsoft has raised the bar. 16GB of RAM is no longer whatβs recommended for gaming. Now, 16GB is a βpractical starting pointβ, with Microsoft recommending 32GB for a βno worriesβ gaming experience. This documentation was first spotted by Windows Latest. Microsoft now [β¦]
The post Microsoft recommends 32GB or RAM for Windows 11 gaming as a βNo Worriesβ standard appeared first on OC3D.
Google is enforcing a hard cutoff for older API versions, meaning advertisers and developers who donβt upgrade risk losing access to critical campaign management tools.
Whatβs happening. Google Ads API v20 will officially sunset on June 10, 2026. From that date onward, all requests to v20 will fail, requiring migration to a newer version to maintain uninterrupted API access.
Why we care. If you rely on the Google Ads API and donβt upgrade in time, automated workflows β including reporting, bidding and campaign management β could suddenly stop working. This could lead to data gaps, performance issues and operational disruption. Migrating early ensures continuity and avoids last-minute fixes that can impact campaign performance.
What to do. Google is urging users to upgrade as soon as possible and provides resources like release notes and upgrade guides to support the transition. Developers can also use the Google Cloud Console to review recent API activity, including which methods and versions their projects are calling.
Between the lines. API sunsets are routine, but the impact can be significant for advertisers relying on custom scripts, tools or third-party platforms. Missing the deadline could disrupt reporting, bidding or campaign automation workflows.
The bottom line. This is a firm deadline with real consequences: upgrade to a newer Google Ads API version before June 10 or risk losing access entirely.
As we officially move closer towards 2026 being half-over, global analytics firm Newzoo's latest monthly report provides an insight into which of the biggest releases in March 2026 drove engagement and revenue, and which of this year's releases are at the top of the charts one quarter into the year. Unsurprisingly, it's Crimson Desert, PokΓ©mon Pokopia, and Resident Evil Requiem at the top of the charts. All three games are at the top of the chart for best-selling games by revenue between January and March 2026. Requiem sits at the top, followed by Crimson Desert in second and Pokopia in [β¦]
Read full article at https://wccftech.com/crimson-desert-pokemon-pokopia-dominate-pc-console-revenue-charts-march-2026-newzoo/
NVIDIA is discontinuing its older Jetson developer modules due to shortages and rising prices of LPDDR4 memory. Higher LPDDR4 Prices & Memory Shortages Affect SBCs Too, as Older NVIDIA Jetson Modules Now Being Phased Out NVIDIA's Jetson modules are embedded platforms that are designed for robotics and Edge AI workloads. Think of them as NVIDIA's Raspberry Pi solutions. These SBCs or Single-Board Computers come in various shapes and sizes, all featuring a compact form factor. But in light of recent memory shortages & increasing prices, NVIDIA's partners are now phasing out older Jetson modules. The models that have been affected [β¦]
Read full article at https://wccftech.com/nvidia-discontinues-old-jetson-modules-with-lpddr4-as-memory-prices-supply-worsen/
Although Final Fantasy VII Remake Part 3 has yet to be formally announced, there's a very solid chance the conclusion of the remake trilogy will not release too far in the future. Director Naoki Hamaguchi recently confirmed to Nintendo Life that the team wants to capitalize on the momentum of the launch of the Nintendo Switch 2 and Xbox Series X|S ports of the first two entries in the series. "With large-scale titles like this one, itβs common for a long gap to exist between the first and second instalments. However, because they were ports, we decided we could deliver [β¦]
Read full article at https://wccftech.com/final-fantasy-vii-remake-part-3-not-far-ports-momentum/
Greedfall and Steelrising maker Spiders having to close its doors after its parent company Nacon reportedly failed to find a buyer for the studio can seem like just a really unfortunate breakdown for the French studios from an external view when looking at the last few months. But that's not the case, at least according to French union Syndicat des Travailleureuses du Jeu VidΓ©o (STJV), who claim that the shutdown has less to do with the recent insolvency filings and more to do with alleged willful mismanagement. "Spiders' liquidation has been ordered on April 29. In a few weeks, the [β¦]
Read full article at https://wccftech.com/french-union-calls-for-boycott-of-nacon-and-spiders-games-following-studio-closure/
The bar has been raised and the 16 GB is no longer the "recommended" RAM capacity for PC gaming, at least as per Microsoft. Microsoft Recommends 32 GB for No-Compromise Gaming Experience; Calls 16 GB RAM as "Baseline" Nearly 10 years ago, 8 GB RAM would be sufficient for gaming systems, but as games, apps, and OS became more memory hungry, the bar was raised to 16 GB. 16 GB RAM is still a decent capacity for most gaming PCs, considering such systems don't have many problems with executing background tasks while more intensive tasks, such as games, are running [β¦]
Read full article at https://wccftech.com/microsoft-calls-32-gb-the-new-no-worries-standard/
Warmly.cards is an AI-powered platform for creating and sending deeply personal digital cards quickly. Instead of picking generic templates, you describe the moment β a birthday, a tough day, or a random βthinking of youβ β and Warmly helps you craft a message and design that feels like you. Each card is unique, combining AI-written content with customizable visuals to create something meaningful, not mass-produced. Warmly helps you show up for people with authenticity, even when you donβt have the perfect words.
Mako is an all-in-one business management platform for service-based businesses. It combines booking and scheduling, CRM, invoicing and online payments, team tracking, and an AI receptionist in one place. You can track revenue, expenses, cash flow, and job profitability without separate accounting tools, and see KPIs in real time. Use the customer portal, online booking pages, and automated reminders to reduce no-shows and get paid faster.
Mindraft helps people capture ideas before they disappear. Instead of forcing structure too early, it lets you save the rough thought first, clarify it when ready, and attach one next step so the idea can move forward. It is built to feel calm, minimal, and fast rather than like a heavy productivity suite.
Resident Evilβs getting a new live-action film The Resident Evil series is incredible, at least when it comes to video games. When it comes to movies, especially live-action ones, the series is very hit-or-miss. This year, a new live-action Resident Evil movie is in the works, directed by Zach Cregger, the director of the critically [β¦]
The post Capcomβs new Resident Evil movie receives its first official trailer appeared first on OC3D.
Iβve built 10+ SEO agent skills in 34 days. Six worked on the first try. The other four taught me everything Iβm about to show you about the folder structure most LinkedIn posts about AI SEO skills gloss over.
What makes these agents reliable isnβt better prompts. Itβs the architecture behind them. Hereβs how to build an agent from scratch, test it, fix it, and ship it with confidence.
Hereβs what a typical βAI SEO promptβ looks like on LinkedIn:
LoginYou are an SEO expert. Analyze the following website and provide a comprehensive audit with recommendations.Thatβs it. One prompt. Maybe some formatting instructions. The person posts a screenshot of the output, gets 500 likes, and moves on. The output looks professional. It reads well. Itβs also 40% wrong.
I know because I tried this exact approach. Early in the build, I pointed an agent at a website and said, βfind SEO issues.β It came back with 20 findings. Eight didnβt exist. The agent had never visited some of the URLs it was reporting on.
Three problems kill single-prompt skills:
If your skill is a prompt in a single file, you donβt have a skill. You have a coin flip.
The SEO toolkit you know, plus the AI visibility data you need.
Every agent in our system has a workspace. Think of it like a new hireβs desk, stocked with everything they need. Hereβs what the workspace looks like for the agent that crawls websites and maps their architecture:
agent-workspace/
AGENTS.md instructions, rules, output format
SOUL.md personality, principles, quality bar
scripts/
crawl_site.js tool the agent calls to crawl
parse_sitemap.sh tool to read XML sitemaps
references/
criteria.md what counts as an issue vs noise
gotchas.md known false positives to watch for
memory/
runs.log past execution history
templates/
output.md expected output structureSix components. One prompt file would cover maybe 20% of this.
I wrote thousands of words of methodology into AGENTS.md.Β Instead of βcrawl the site,β I laid out the steps: βStart with the sitemap. If no sitemap exists, check /sitemap.xml, /sitemap_index.xml, and robots.txt for sitemap references.Β
Respect crawl-delay. Use a browser user-agent string, never a bare request. If you get 403s, note the pattern and try with different headers before reporting it as a block.β
The agent calls node crawl_site.js βurl to analyze website data. It doesnβt write curl commands from scratch every time. Thatβs the difference between giving someone a toolbox and telling them to forge their own wrench.
This contains criteria for what counts as an issue. Known false positives to watch for. Edge cases that took me 20 years to learn. The agent reads these when it encounters something ambiguous.
Here I keep a log of past runs:
The next execution benefits from the last.
This is where I get specific about the output I want: βUse this exact structure. These exact fields. This severity scale.β Output templates are the difference between getting the same quality in run 14 as you did in run 1.
Let me show you exactly how I built the crawler. It maps a siteβs architecture, discovers every page, and reports what it finds.
I provided the instruction: βCrawl this website and list all pages.β
The agent wrote its own HTTP requests, used bare curl, and got blocked by the first site it touched. Every modern CDN blocks requests without a browser user-agent string, so it was dead on arrival.
I built crawl_site.js using Playwright. This version used a headless browser and a real user-agent. The agent calls the script instead of writing its own requests.
This worked on small sites, but it crashed on anything over 200 pages. Because there was no rate limiting and no resume capability, it hammered servers until they blocked us.
I added throttling with a two requests per second default and never every two seconds for CDN-protected sites. The agent reads robots.txt and adjusts its speed without asking permission. I also added checkpoint files so a crashed crawl can resume from where it stopped.
This worked on most sites, but it failed on sites that require JavaScript rendering.
This time, I added a browser rendering mode. The agent detects whether a site is a single-page app (React, Next.js, Angular) and automatically switches to full browser rendering.
It also compares rendered HTML against source HTML, and I found real issues this way: Sites where the source HTML was an empty shell but the rendered page was full of content. Google might or might not render it properly. Now we check both.
This version worked on everything, but the output was inconsistent between runs.
For this version, I added templates/output.md with exact fields: URL count, sitemap coverage, blocked paths, response code distribution, render mode used, and issues found. This way every run produces the same structure.
I also added memory/runs.log. The agent appends a summary after every execution. Next time it runs, it reads the log and can compare results, like βLast crawl found 485 pages. This crawl found 487. Two new pages added.β
Version 5 is what we run today. Five iterations in one day of building.
THE CRAWLER'S EVOLUTION
v1: Raw curl β blocked everywhere
v2: Playwright script β crashed on large sites
v3: Rate limiting β couldn't handle JS sites
v4: Browser rendering β inconsistent output
v5: Templates + memory β stable, consistent, reliable
Time: 1 day. Lesson: the first version never works.The pattern is always the same: Start small, hit a wall, fix the wall, hit the next wall.
Five versions in one day doesnβt mean five failures. It means five lessons that are now permanently encoded. Iβve rebuilt delivery systems four times over 20 years. The process doesnβt change. You start with whatβs elegant, then reality hits, and you end up with what works.
Tip: Donβt try to build the perfect skill on the first attempt. Build the simplest thing that could possibly work. Run it on real data and watch it fail. The failures tell you exactly what to add next. Every version of our crawler was a direct response to a specific failure. Not a feature we imagined. A problem we hit.
This is the most important architectural decision I made.
When you write βuse curl to fetch the sitemapβ in your instructions, the agent generates a curl command from scratch every time. Sometimes it adds the right headers. Sometimes it doesnβt. Sometimes it follows redirects. Sometimes it forgets.
When you give the agent a script called parse_sitemap.sh, it calls the script. The script always has the right headers, always follows redirects, and always handles edge cases. The agentβs judgment goes into WHEN to call the tool and WHAT to do with the results. The tool handles HOW.
Our agents have tools for everything:
The agent decides which tools to use and what parameters to set. The crawler chooses its own crawl speed based on what it encounters.Β It reads robots.txt and adjusts. It has judgment within guardrails.
Think of it this way: You give a new hire a CRM, not instructions on how to build a database. The tools are the CRM. The instructions are the process for using them.
Hereβs a mistake I made early: I put everything in AGENTS.md. Every rule. Every edge case. Every gotcha. Thousands of words.
The agent got confused. It had too much context and it started prioritizing obscure edge cases over common tasks. It would spend time checking for hash routing issues on a WordPress blog.
The fix: progressive disclosure.
Core rules that affect the 80% case go in AGENTS.md. This is what the agent needs to know for every single run.
Edge cases go in references/gotchas.md. The agent reads this file when it encounters something ambiguous. Not before every task. Only when it needs it.
Criteria for severity scoring go in references/criteria.md. The agent checks this when it finds an issue and needs to decide how bad it is. Not upfront.
This is the same way a skilled employee operates. They know the core process by heart. They check the handbook when something weird comes up. They donβt re-read the entire handbook before answering every email.
If your agent output is inconsistent but your instructions are detailed, the problem is usually too much context. Agents, like new hires, perform better with clear priorities and a reference shelf than with a 50-page manual they have to digest before every task.
Every one of these lessons cost me hours. Theyβre now encoded in our agentsβ references/gotchas.md files so they canβt happen again.
I asked the research agent to find law firms and count their attorneys. It made every number up. It had never visited any of their websites.
Only ask agents to produce data they can actually fetch and verify. Separate what they know (training data) from what they can prove (fetched data).
This fix I figured out on day one (use a browser user-agent string to avoid CDN blocks) had to be re-taught to every new agent. Day 34, a brand new agent hit the exact same problem.
Agents donβt share memories. Encode shared lessons in a common gotchas file that multiple agents can reference.
The same prompt can result in different field names: βnoteβ vs. βassessment.β βlead_scoreβ vs. βqualification_rating.β If you run it twice, get two different schemas.
The fix: Create strict output templates with exact field names. Not βwrite a report.β βUse this exact template with these exact fields.β
The first three audits delivered false positives with total confidence.
The fix wasnβt a better prompt. It was a better boss. A dedicated reviewer agent whose only job is to verify everyone elseβs work. The same reason code review exists for human developers.
Every modern CDN blocks requests without a browser user-agent string. The crawler learned this on audit number two when an entire site returned 403s.
All it required was a one-line fix, and now itβs in the gotchas file. Every new agent reads it on day one.
Agents love to construct URLs they think should exist: /about-us, /blog, /contact. Half the time, those URLs 404.
My rule is: Fetch the homepage first, read the navigation, follow real links. Never guess.
Agents marked tasks as βdoneβ when posting their findings. Wrong. βDoneβ means approved. βIn reviewβ means waiting for human verification.
This small distinction has a huge impact on workflow clarity when you have 10 agents posting work simultaneously.
βFintechβ is useless for prospecting because itβs too broad. βPI law firms in Houstonβ works. Every company in a category should directly compete with every other company.
My first attempt at sales categories was βPersonal finance & fintech.β A crypto exchange doesnβt compete with a budgeting app. Lesson learned in 20 minutes.
Unless you want fabricated results. I asked an agent to summarize findings from five separate reports into one document. It invented findings that werenβt in any of the source reports.
Always build data compilations programmatically. Script it. Never prompt it.
The research agent tried to call an API we never set up. It assumed we had access because it knew the API existed.
The fix: Be explicit about what tools are available. If a script doesnβt exist in the scripts folder, the agent canβt use it. Boundaries prevent creative failures.
This is counterintuitive. When youβre excited about building, you want to build the workers. The crawler. The analyzers. The fun parts.
Build the reviewer first. Without a review layer, you have no way to measure quality. You ship the first audit and it looks great. But 40% of the findings are wrong. You donβt know that until a client or a colleague spots it.
Our review agent reads every finding from every specialist agent. It checks:
That single agent was the biggest quality improvement I made. Bigger than any prompt tweak. Bigger than any new tool.
The human approval rate across 270 internal linking recommendations: 99.6%. That number exists because a reviewer verifies every single one.
Iβve seen the same pattern with human SEO teams for 20 years. The teams that produce great work arenβt the ones with the best analysts. Theyβre the ones with the best review process. The analysis is table stakes. The review is the product.
BUILD ORDER (WHAT I LEARNED THE HARD WAY)
What I did first: Build workers β Ship output β Discover quality problems β Build reviewer
What I should have done: Build reviewer β Build workers β Ship reviewed output β Iterate both
The reviewer defines quality. Build it first. Everything else gets measured against it.Tip: If youβre building multiple agents, the reviewer should be the first agent you build. Define what βgood outputβ looks like before you build the thing that produces output. Otherwise, youβre shipping hallucinations with formatting. I learned this across three audits that were embarrassing in hindsight.
The reviewer catches technical errors. But thereβs a higher bar than βtechnically correct.β
We have a real SEO agency with real clients and a team with 50 years of combined experience. Every agent finding gets validated against one question: βWould we stake our reputation on this?β
Would we actually send this to a client, put our name on the report, and tell the developer to build it?
Below are four tests we use for every finding:
This is our unfair advantage. Weβre not building agents in a vacuum. Most people building AI SEO tools have never run a real audit. They donβt know what βgoodβ looks like. We do. Weβve been delivering it for 20 years with real clients. Thatβs why our approval rate is 99.6%.
You donβt train an agent on real client sites. You build a test environment where you KNOW the answers. We built two sandbox websites with SEO issues we planted on purpose:
The training loop:
Think of it like a driving test course. Every accident on real roads becomes a new obstacle on the course. New drivers face every known challenge before they hit the highway.
The sandbox is a living test suite. Every verified issue from a real audit gets baked back in. It only gets harder. The agents only get better.
Nobody writes about this because itβs boring. But consistency is what separates a demo from a product.
Three things that make output consistent:
If your agent output looks different every run, you need a template file, not a better prompt. I cannot stress this enough. The single fastest way to improve quality for any agent is a strict output template.
A quick note on infrastructure, because the tools matter.
Our agents run on OpenClaw. Itβs the runtime that handles wake-ups, sessions, memory, and tool routing. Think of it as the operating system the agents run on. When an agent finishes one task and needs to pick up the next, OpenClaw handles that transition. When an agent needs to remember what it did last session, OpenClaw provides that memory.
Paperclip is the company OS. Org charts, goals, issue tracking, task assignments. Itβs where agents coordinate. When the crawler finishes mapping a site and needs to hand off to the specialist agents, Paperclip manages that handoff through its issue system. Agents create tasks for each other. Auto-wake on assignment.
Claude Code is the builder. Every script, every agent instruction file, every tool was built with Claude Code running Opus 4.6. Iβm a vibe coder with 20 years of SEO expertise and zero traditional programming training. Claude Code turns domain knowledge into working software.
The combination: OpenClaw runs the agents. Paperclip coordinates them. Claude Code builds everything.
Track, optimize, and win in Google and AI search from one platform.
This process resulted in 14+ audits completed with 12 to 20 developer-ready tickets per audit, including exact URLs and fix instructions. All produced in hours, not weeks.
We have a 99.6% approval rate on internal linking recommendations on 270 links across two sites, verified by a dedicated review process.Β
We completed more than 80 SEO checks mapped across seven specialist agents. Each check has expected outcomes, evidence requirements, and false positive rules. Every finding is specific (i.e., βthe main app JavaScript bundle is 78% unused. Here are the exact files to fixβ).
That level of specificity comes from the skill architecture. The folder structure. The tools. The references. The templates. The review layer. Not the prompt.
If you want to build SEO agent skills that actually work, stop writing prompts and start building workspaces. Give your agents tools, not instructions. Test on sandboxes, not clients.
Build the reviewer first. Enforce templates. Log everything. The first version will fail. The fifth version will surprise you.
This is how you turn agent output into something repeatable. The same system produces the same quality β whether itβs the first audit or the 14th β because every step is structured, verified, and encoded.
Not because the AI is smarter. Because the architecture is.
Over the past few years, Performance Max has gone from an opaque experiment to a more capable β though still imperfect β campaign type for B2B marketers.
The fundamentals havenβt changed: skepticism still matters, first-party data is critical, experimentation is non-negotiable, and actionable reporting drives optimization. What has changed is how much better Google has gotten at operationalizing those inputs.
That means your Performance Max strategy needs to adapt. Here are five best practices for running more effective PMax campaigns for B2B today.
In 2022, given the automated nature of PMax campaigns and the aggressive way Google reps were pushing them, I predicted weβd see an accelerated move toward AI integration. Thatβs certainly played out, probably in part because of competitive pressures introduced by ChatGPT and the like.Β
AI Max for Search (launched in 2025) and PMax are both being prioritized by Google, and thatβs not necessarily a bad thing since Google hasnβt deprecated standard Search campaign for B2B and has provided a slew of helpful updates that make PMax more viable for B2B.Β
Three updates worth using include:Β
The SEO toolkit you know, plus the AI visibility data you need.
B2B lead quality in search campaigns has always been a challenge, and PMaxβs relative lack of advertiser control makes that challenge tougher. Iβve pushed offline conversion tracking (OCT) since weβve had that capability, but itβs an absolute non-negotiable for B2B campaigns.
Along with OCT, leverage a relatively new functionality, enhanced conversions for leads, and work around the edges by incorporating reCAPTCHA and testing other mechanisms to reduce PMax spam leads.
Dig deeper: The parts of Performance Max you can actually control
Citing the phase-out of third-party cookies that still hasnβt happened (!), Google officially sunsetted Similar Audiences in 2023, which β well, it was a big loss for advertisers.
To compensate, understand and adapt according to the nature of PMax targeting, which is based on audience signals. Feed the AI high-quality first-party data (CRM lists) and let the algorithm find βlookalikesβ through its own internal signals.
CRM lists for B2B are obviously critical, and this should give you even more incentive to clean up and segment CRM data, with audience lists closest to the point of revenue (e.g., SQLs or revenue if you donβt have enough closed-won data to send strong signals), especially valuable for finding high-value new users.
Creative is an important part of the puzzle for PMax. Good creative can prompt the right audience to engage, and great creative can deter the wrong audience from engaging.
Because YouTube is now a massive part of PMax campaigns, video β which has never been a B2B strength β should be prioritized more than ever for performance marketing.
Google has made this easier by adding the ability to build AI-generated assets right in the Google Ads interface. Just recently, they launched an important complementary feature in beta: PMax A/B creative testing to help advertisers understand which creatives are actually driving performance, and to use test-and-control structures to surface winning (and losing) elements.
Dig deeper: Is Google Ads Asset Studio a game changer? Not so fast
A major source of frustration with PMax has been a lack of transparency into results. Over the last few years, Google has introduced reporting updates to address some of those concerns.
Search term insights and auction insights in the Insights tab provide more visibility into performance. Search term insights show how your ads perform for the queries users actually type, including how those ads are being matched and served. This added nuance makes optimization more precise.
Auction insights add competitive context, showing how your campaigns perform against others in the same auctions through metrics like impression share and outranking share.
Finally, asset-level reporting brings visibility to creative performance, with data on impressions, clicks, cost, and conversions for each asset.
Together, these updates give you a clearer view into whatβs driving performance β and where to focus optimization efforts.
Track, optimize, and win in Google and AI search from one platform.
Taken together, recent updates make PMax more viable for B2B marketers than it used to be, especially for those with strong first-party data to train bidding algorithms and a need to find new customer pockets.
After more than 10 years in marketing, I still prefer having controllable levers β and Iβm not willing to fully trust Google to act more in my (or my clientsβ) best interests than its own. Use everything at your disposal to make PMax campaigns work for you, and keep an eye out for new features Google releases that can give you more visibility and control over your account performance.
Dig deeper: Auditing and optimizing Google Ads in an age of limited data
Kingdom Come: Deliverance makers Warhorse Studios is indeed working on its next project now that all of the DLC for Kingdom Come: Deliverance 2 is out the door. Unsurprisingly, it'll be another "huge immersive RPG" from the studio, according to the team's content director OndΕej Bittner in a Reddit AMA. But that doesn't totally tell us what the game is. The obvious guess is that it's just the next entry in the Kingdom Come series, but the other popular guess is that the team is working on an RPG set in the Lord of the Rings. That's a rumour that [β¦]
Read full article at https://wccftech.com/kingdom-come-warhorse-studios-working-on-huge-immersive-rpg-lord-of-the-rings-rumour/
JEDEC continues the development of DDR5 MRDIMM memory for next-gen datacenters, now offering increased bandwidth. MRDIMM DDR5 Memory is designed to meet the growing bandwidth & Capacity Demands of AI Datacenters & JEDEC just unleashed its fastest design yet Two years ago, the first DDR5 MRDIMM memory was announced, offering up to 256 GB capacities per module and 8800 MT/s speeds. Now, as AI & datacenter requirements continue to grow, JEDEC is advancing its MRDIMM roadmap ahead with faster modules that operate at speeds of up to 12,800 MT/s, marking a 45% uplift over the initial design. Press Release: JEDEC [β¦]
Read full article at https://wccftech.com/jedec-pushes-ddr5-mrdimm-memory-to-12800-mtps-big-bandwidth-boost-for-ai-datacenters/
The adoption of emergency features on smartphones is made possible thanks to the use of advanced modems, multiple sensors, and improved processing power, but despite Android handsets having access to all three, they are unable to offer the same life-saving additions as Apple quickly enough, which is adversely affecting their market share. According to the latest research, the iPhone maker leads the pack in satellite connectivity, which has become a strong base for getting people out of hairy situations, with the company currently sitting comfortably with a 71.6 percent market share. With nearly one in two smartphones expected to support [β¦]
Read full article at https://wccftech.com/android-smartphone-makers-losing-to-apple-in-satellite-connectivity-market-share/
VoiceDash converts your speech into structured, edited text in real time so you can communicate at the speed of thought. It removes filler words, fixes grammar, and drops your text directly into any app. Use a hotkey, speak naturally, and see clean copy appear on Mac, Windows, Android, and iPhone. Pro features include unlimited words, a personal dictionary, and snippet libraries, with privacy-first design and a free trial to get started.
Google repeats the bounce clicks claim. Alphabet and Microsoft report from the revenue side. More in this week's SEO Pulse.
The post AI Overviews Clicks Get Tested, Earnings Tell Two Stories β SEO Pulse appeared first on Search Engine Journal.
Nvidiaβs RTX 3060 12GB will resume production in June, report claims According to a new post on Board ChannelsΒ (viaΒ Videocardz), Nvidiaβs RTX 3060 12GB graphics card could return to production in June. The report claims that Nvidia partners like Colorful, ASUS, MSI, and Galax plan to produce new RTX 3060 graphics cards, with mass production starting [β¦]
The post MSI, ASUS, Galax and more are making new RTX 3060 12GB GPUs β report claims appeared first on OC3D.
Programmatic SEO (pSEO) has been viewed with suspicion by the market. For many SEOs, the term is synonymous with low-quality pages, duplicate content, and the old tactic of βfind and replaceβ city names in static templates.
Googleβs spam policies on scaled content abuse are clear: generating vast amounts of unoriginal content primarily to manipulate search rankings is a violation.
Modern pSEO replaces mass page generation with an infrastructure that answers thousands of specific search intents with local nuance and semantic depth at a scale that isnβt possible manually.
This blueprint shows how to evolve from syntax-based pSEO (swapping keywords) to semantics-based pSEO (meaning and context), using a methodology weβve applied to major players in Brazil.
The most common mistake when starting a pSEO project is starting with the template, not the data. The old mindset said: βI have a template for βBest Hotel in [City].β Iβll replicate this for 500 cities.β
The problem? The search intent for βBest Hotel in [Las Vegas]β (focused on nightlife, casinos, and luxury) can be radically different from the intent for βBest Hotel in [Orlando]β (focused on family suites, park shuttles, and pools). The user priorities, amenities sought, and decision-making criteria change completely.
The semantic approach requires us to use AI to granularize content. Instead of just swapping the {{City}} variable, we use LLMs to rewrite entire sections of the page based on the specific travel intent of that destination.
We donβt want to create 1,000 pages that say the same thing. We want 1,000 pages that answer 1,000 unique travel needs while maintaining a scalable technical structure.
The SEO toolkit you know, plus the AI visibility data you need.
Before writing a single line of content, you must answer a critical question: Where do I have permission to rank?
Many pSEO projects fail because they try to cover topics where the domain lacks historical authority. The solution we developed involves a deep analysis of topic clusters based on real Google Search Console (GSC) data, not just third-party search volume.
The authority map methodology works in three stages:
From there, AI suggests themes and direction, taking into account seasonality and brand guide specifications. This approach transforms pSEO from a βgambleβ into a tactic of territorial defense and expansion based on proprietary data.
The biggest barrier to AI adoption in enterprise companies is brand consistency. How do you ensure that 500 AI-generated articles donβt sound generic or, even worse, hallucinate information outside the companyβs tone of voice?
The answer lies in context governance. Instead of relying on isolated prompts, the pSEO architecture must include a brand guidelines layer that acts as a guardian before text generation. This means systematically injecting:
By centralizing these guidelines in a digital brand guide that feeds all AI agents, we ensure that multiple sites within the same corporate group (such as a retail conglomerate) maintain their distinct verbal identities, even when producing content on the same topic (like Black Friday) simultaneously.Β
The AI stops being a βjunior copywriterβ and starts acting as a specialist trained in the companyβs culture.
Youβve created 1,000 excellent pages. How do you ensure Google finds and values all of them? The answer isnβt using βrelated postsβ plugins that only look for matching tags. You need to create a strategy based on real data.
You donβt want the user to land on a page and leave. You want to offer the next logical step. Cross-reference search intent with the destination:
Instead of randomness, our analysis works based on semantic meaning. The AI identifies:Β
The tool suggests links between these pages because the context is relevant, strengthening the siteβs Topical Mesh.
In programmatic SEO projects, where site depth can grow rapidly, this automation via vectors is the only way to ensure no good page gets forgotten at the bottom of the index.
This closes the loop of topical authority, ensuring no page generated at scale becomes an orphan page.
Theory is nice, but seeing it in practice is even better. Letβs analyze the case of Γnima Educação, one of the largest private education players in Brazil, with about 310,000 students and 18 higher education institutions.
The National High School Exam (ENEM) is the βBlack Fridayβ of Brazilian education. Search volume explodes in a short period, competition is brutal, and search intents shift rapidly (from βhow to studyβ to βwhat is my score good forβ). Furthermore, Brazil has continental dimensions; the questions of a student in the Northeast are different from those of a student in the extreme South.
Using the semantic pSEO methodology and the brand governance mentioned above, it was possible to structure complete coverage of the candidate journey β from exam preparation to the release of grades.Β
We ensured that all 18 brands were positioned to answer student questions at the exact moment of the search, respecting local nuances.
Scaling content without scaling technical monitoring is a recipe for disaster. Publishing 500 pages that result in 404 errors, redirect loops, or poor Core Web Vitals (CWV) can destroy the siteβs crawl budget.
Modern pSEO requires a layer of real-time technical SEO. It isnβt enough to wait for the monthly report. You need to connect data to the workflow.Β
The trend now is the use of technical SEO agents β conversational interfaces that allow the professional to ask the data: βOf the 200 pages published today, which ones have indexing issues?β or βWhich clusters are suffering from high LCP?β
This closes the cycle:
Track, optimize, and win in Google and AI search from one platform.
Programmatic SEO has ceased to be about volume to become about relevance. Success wonβt come from publishing 10,000 pages tomorrow, but from building an infrastructure that delivers genuine value at scale.
You can use this semantic pSEO roadmap to start your transformation:
The future of SEO isnβt about who creates the most content. Itβs about who can unite the scale of the machine with the sensitivity of the human to deliver the best answer, at the right moment, for each individual user.
A blind test was conducted by Computer Base, which revealed that gamers often prefer DLSS 4.5 image quality to be superior to FSR 4.1. Out of Seven Games, NVIDIA DLSS 4.5 Wins Six Times in Blind Test Conducted by Computer Base, Suggesting Gamers Believe DLSS 4.5 is Superior to FSR 4.1 NVIDIA DLSS 4.5 is the leading upscaling technology from Team Green, while FSR 4.1 remains the flagship upscaler by Team Red. We have seen how incredibly powerful these upscaling technologies are in terms of visual quality. Unlike previous versions, both offer the best possible visuals through better sharpening, reduction [β¦]
Read full article at https://wccftech.com/nvidia-dlss-4-5-crushes-amd-fsr-4-1-in-blind-test-winning-six-of-seven-games/
NVIDIA pulling out from China's AI market has boosted the share of domestic firms, with Huawei winning the biggest chunk. Huawei's China Market Share in AI to Reach 60% as NVIDIA CEO Confirms Zero Chip Share in China After US Policy Shift The US Government has moved to ban all leading-edge AI chip sales in China. NVIDIA, being the biggest name in the AI industry, has seen its share drop to zero after the policy shift, prompting an increased reliance on domestically produced chips in China. Currently, the situation has prompted China's AI chipmakers to double down on production and [β¦]
Read full article at https://wccftech.com/huawei-biggest-winner-in-china-ai-market-after-nvidia-pullout-60-percent-ai-share-2026/
This week, Roblox Corporation has unveiled Roblox Reality, an ambitious project that aims to deliver a DLSS 5-like AI powered model to level up the visuals available in the popular game creation platform. In the announcement blog post, Senior Vice President of Engineering Anupam Singh described Roblox Reality as a hybrid architecture that splits responsibilities between two components: the existingΒ Roblox Game EngineΒ (running on cloud servers), which handles all authoritative game logic like physics, collision, state synchronization, and player positions, while a newΒ Video World ModelΒ (called "Super Upsampler") runs on edge infrastructure powered by H200/B200-class GPUs and handles the visual output, generating [β¦]
Read full article at https://wccftech.com/roblox-reality-ai-photorealistic-engine-dlss5-integrated/
EZ Grader is an online grading calculator for teachers that converts totals and wrong answers into percentages and letter grades in seconds. Enter the number of questions, track wrong responses with a +1 button or keyboard shortcuts, and see the score update instantly with a quick chart for fast reference. Use it on any device to speed through quizzes, tests, and assignments while reducing errors.
SportSignals delivers AI-driven football betting tips, match previews, live scores, and odds comparison across global leagues. It analyzes data to generate predictions and flag value bets, while rankings and a World Cup hub keep you up to speed. Dive into in-depth news, transfer coverage, and resources on odds and bankroll management. Explore player performance valuations in the Market and track results to refine your strategy.
The trial is live, limited to the U.S. for now, and moving faster than you likely expected. ChatGPT ads launched Feb. 9 for logged-in users on Free and Go tiers, with 600+ advertisers already in.Β
With 800 million weekly active users, a global rollout of ChatGPT ads is a matter of when, not if.Β
OpenAI has confirmed the next expansion to Australia, New Zealand, and Canada. The latest update from Adthena trialists suggests the UK could see ads as early as mid-May.
Weβve tracked ChatGPT ad placements since rollout. With an index of 50,000+ daily placements across B2B software, ecommerce, fintech, and consumer verticals, weβve had a front-row view of how this format is evolving. Hereβs what weβve found.
ChatGPT ads appear inline within conversation responses. When you ask something with commercial intent like βbest weekend getawayβ or βtop running shoes under $100,β a sponsored result can appear alongside the AIβs answer, clearly labeled βSponsored.β
This isnβt a search bar. Itβs a conversation. Users arrive already engaged, already researching, often close to a decision.Β
The format is tighter than traditional search: no sitelinks or extensions β just a headline, short body copy, and a destination.
But hereβs what we didnβt expect. Our data shows what weβre calling the Adthena βDouble Parkedβ phenomenon: a single brand appearing twice in the same response.
We spotted New Balance with two separate sponsored placements in one ChatGPT answer. This raises a key question around visibility, frequency, and what it means to own a conversation on this platform.
If you move fast, this is a rare moment: a new format, an uncontested landscape, and data most competitors donβt have yet. Hereβs what it shows.
Top-performing brands in ChatGPT donβt repurpose Google ad copy and hope for the best. They write for a conversational, intent-rich environment where users are already halfway through a decision before the ad appears.
Lead with your brand name. Anchor value in specifics. Make low-friction offers central to your creative. If youβre not thinking about context mirroring, youβre leaving performance on the table.
The bigger question is visibility. If your competitors show up in ChatGPT conversations and you donβt, youβre not just missing clicks β youβre missing the conversation.
Knowing the trends is one thing. Knowing what your competitors are doing on your exact prompts is another. Thatβs the problem we set out to solve.
Right now, ChatGPT ads give you impressions and clicks β nothing more. No competitive context, no prompt-level visibility, no insight into who else appears in the same conversations or where youβre missing coverage. Youβre optimizing blind.
Adthenaβs ChatGPT Ads Intelligence changes that. Hereβs what you get.
The Ads Performance tab gives you a live snapshot of your ChatGPT activity: ad presence rate, top-performing intent group, total impressions, average CTR, and unique competitors detected. The trend chart shows your presence over time so you can clearly see whether youβre gaining or losing momentum.
The Topics and Keywords Analysis view breaks down performance by intent group, showing your ad presence rate against the competitor average. Each group includes a built-in tactical recommendation, so you always know your next move.
The Ads Sampling tab shows all your ChatGPT creatives with their headline, description, image, and format. The insight panel highlights your top-performing creative and surfaces optimization opportunities, like pairing a price anchor with a time-limited offer.
The Competitor Creative Analysis panel breaks down rival ads across your tracked prompts: the images they use, the dominant copy themes, and their format mix. No more guessing what your competition is doing.
The Ads Benchmarking tab shows whoβs advertising on your prompts and how their presence changes week to week. The βWhat changed this week?β feed flags new entrants and share shifts in plain language before your next campaign review.
The Competitor Gap Analysis table shows every prompt where competitors have presence and you donβt, flagged by intent group and competitor count. A clear, prioritized view of where to expand your ChatGPT coverage.
Weβre tracking early-stage data from a platform still in limited rollout. As OpenAI expands to new countries and the advertiser base grows, the competitive landscape will shift fast. Brands building their ChatGPT presence now β learning the format, testing creative, mapping competitive gaps β will have a meaningful head start over those who wait.
Donβt let competitors win the first prompt. Join the product waitlist to uncover your ChatGPT ads landscape.Β
In the meantime, get your ads ready with Adthenaβs free ChatGPT AdBridge. Connect your Google Ads account and weβll build your ChatGPT ads setup with AI-enriched campaigns and smarter negative keywords β delivered to your inbox, ready to import.
Xbox Mode has started rolling out to all Windows 11 PCs Microsoft has officially started rolling out βXbox Modeβ to all Windows 11 PCs, laptops, and tablets in selected regions. This new mode is what Microsoft originally called the βXbox Full Screen Experienceβ, which provides a more console-like experience to PC gamers. This mode gives [β¦]
The post Xbox Mode expands to Windows 11 PCs in select markets appeared first on OC3D.
AutoSift lets you search car listings and parts prices across major marketplaces in one place. Enter a year, make, model, and optional filters, and it fetches results from Autotrader, CarGurus, Cars.com, Carvana, TrueCar, Facebook Marketplace, and leading parts retailers like Amazon, eBay, AutoZone, RockAuto, Advance Auto, and OβReilly. Compare options side by side, verify fitment for your vehicle, and click through to the best deal.
Microsoftβs Spring 2026 Xbox Game Dev update includes an βIntroduction to Project Helixβ Microsoft is hosting a new βGame Dev Updateβ event on May 7th, with Xbox calling this event their βfirst episodeβ, suggesting that there are more events to come. This developer-focused event will give developers a glimpse at the future of Xbox. This [β¦]
The post Xbox to host βGame Dev Updateβ event with βProject Helixβ introduction appeared first on OC3D.
Prop24AI creates custom landing pages for real estate agents using AI, tailored to their city, property type, and target buyer. Each page is delivered as ready-to-use HTML in 24 hours.
Plans start at $59. We serve agents in Norway, the UK, Spain, and the USA. No templates, every page is built from scratch based on your brief.
Storyloft is a writing platform built for authors to draft, revise, design, and publish in one place. It pairs a manuscript editor with focus mode, voice-aware AI editing, notes, and research so you can keep momentum. Create illustrations and covers inside your manuscript, then export to print-ready PDFs and EPUBs with customizable themes. Track goals and streaks, invite beta readers, and manage characters and visuals to keep your book consistent.
TellDone is a voice planning app for iPhone and Apple Watch. Speak naturally and it creates tasks, calendar events, and notes automatically, synced to Todoist, Notion, Things 3, Apple Calendar, Google Tasks, and Reminders. Say "finished the report" and the matching task gets checked off. It supports 60+ languages with mid-sentence switching. The free plan includes 50 notes per month. Paid plans add AI reports, webhooks, and MCP for AI agents.
Laddro helps European job seekers build ATS-optimized resumes, tailor them to job descriptions using AI, generate cover letters, and track applications. It works natively in eight languages. The platform is free to start, GDPR compliant, and built in Germany.
Drop your tasks. AI auto-schedules your whole week.
Draft, edit, and research inside Microsoft Word with AI
Pause media or lock your screen when you step away
Design studio lighter than Figma & more flexible than Canva
Learn ciphers by breaking them
Recruit agents to run your company as a synchronous team
Your AI studio to create hyperrealistic product visuals
Interactive iOS Demo Builder
One workspace for Claude, Codex, Gemini and your stack
Updated: docs support, BYOK, Local AI (Ollama), Windows App
Turn any room into a surround system with your devices
Hide what shouldnβt be seen on your computer
One keystroke blurs everything behind your active window
High-performance, open source, multiplayer code editor
AirDrop for the browser: share files, chat and sync notes
The runtime framework for agentic user interfaces!
Have a conversation with your SEO & analytics data
Agentic social media scheduler for agents like OpenClaw
Diagrams that don't look like they were auto-generated
AI agents debate the markets
ConateApp is a Windows chat platform built for gamers who don't want to sacrifice RAM. It uses about 5MB while idle and 120-150MB during active calls, compared to Discord's 781MB even when idle. Build communities with servers, channels, roles, and file uploadsβall free. The closed beta launches in 2026, with mobile, macOS, and Linux versions to follow.
The UI is familiar, especially if youβve used Discord, so you'll navigate easily. It has core features you need, and since itβs early, the developer is reachable. Feature requests are seen and acted on, not lost in a corporate backlog. If somethingβs missing, just reach out!
Shunshi.AI is an AI-powered BaZi (Chinese Four Pillars of Destiny) reading tool calibrated to true solar time for minute-level accuracy. Enter your birth date and time to get a full chart with plain-language insights on personality, career, wealth, relationships, and yearly fortune. It supports English, Traditional/Simplified Chinese, Japanese, and Korean. Free to start, results in seconds.
LeadHunt is a lead intelligence and outreach platform for local markets. Choose a city and industry, and it scans businesses, runs a 29-point website audit, enriches contacts, and scores every lead from 0 to 100. Launch outreach via email, WhatsApp, SMS, and voice, and track deals in the built-in CRM.
LeadHunt also provides AI call coaching, branded SEO audit PDFs, and open infrastructure you can self-host or use in the managed cloud.
Key Person Insurance UK helps businesses compare and understand key person cover from specialist UK providers. Use the calculator to estimate the right cover amount, explore guides on costs, tax treatment, and industry-specific risks, and review life-only or life-plus critical illness options. The site is a comparison and information platform, not an insurer, designed to help directors and founders choose tax-efficient, appropriate protection and reassure lenders and investors.
Brightcast is a hope platform that tracks global progress and positive development across innovation, health, environment, and community. Every story is verified and scored by our proprietary Brightcast Impact Score (BIS). Your reading directly funds real-world projects through Hope Coins. Available on iOS, Android, and web.
The new display allows verified attendees at more than 6,000 universities to connect to dedicated group chats and content feeds.
The platformβs B2B marketing and artificial intelligence-powered recruiter tools helped drive business, while paid video posts grew nearly 30% year over year
The company will allow external providers to plug data into another system, such as Claude or ChatGPT, without using API setups or developer credentials.
The company said the update is the biggest ad system refresh in its history, adding the latest xAI models to help improve targeting and performance.
The platform said the experiment is designed to improve the impact of header images in order to better conform to different device configurations.
The app said it will no longer recommend photos and carousel posts from aggregator accounts and profiles that focus on re-posting.
MaintainAbility helps homeowners stop guessing and start maintaining. It reads your calendar, checks your local weather forecast, and tells you exactly what to do and when, so nothing slips and nothing gets forced into a bad window. It unifies lawn and household tasks in one place, generates rolling supply lists so you're always prepared, and adapts to your home profileβgrass type, climate zone, and home systemsβso the plan fits your house.
Hogwarts Legacy is currently free on the Epic Games Store Until May 3rd, Hogwarts Legacy is available for free on PC on the Epic Games Store. This is a full-length RPG set in the Harry Potter Universe, offering gamers a wealth of content to explore. The game is set in the 1800s, long before the [β¦]
The post Hogwarts Legacy is currently free to grab on PC appeared first on OC3D.
LemonDash is a free mobile dashboard for Lemon Squeezy store owners. It tracks MRR, revenue, sales, and subscriptions in real time on iOS and Android, and sends instant push alerts on every purchase. Connect your API key to view interactive charts, monitor todayβs sales, and browse transactions. Your key is encrypted and no sales data is stored.
The Site Book helps UK construction contractors create RAMS, Construction Phase Plans, COSHH assessments, site inductions, toolbox talks, and method statements in minutes. Enter your project details and it builds compliant documents aligned with CDM 2015 and HSE guidance, ready to download, share, and sign off.
It tracks worker certifications, records inductions, maintains an audit trail, and exports an audit pack. Use one plan for unlimited projects and connect with Google Drive, Xero, and Zapier to fit your workflow.
OneLivePage offers privacy-first, real-time analytics for founders managing multiple apps. Track page views, scroll depth, sources, UTM campaigns, countries, devices, and funnels from visitor to payment without cookies or IP storage.
Add unlimited apps, auto-detect forms, logins, and payments, and run hero A/B tests from one dashboard. Start free with up to 5K events, fast setup, and GDPR-friendly tracking.
Jobs by Culture helps you discover companies where you'll thrive by showing roles through the lens of culture, not just titles. It features tech employers with culture badges, candid quotes, ratings, and locations so you can see how teams work before you apply. Browse remote-friendly and in-office options, compare values like engineering-driven, open source, or work-life balance, and go straight to roles at companies that fit your priorities.
Hello everyone,
First off, we apologise for the silence over the past month - it's been a while.
We're going to cut straight to the chase so you're not left wondering: After a long period without clear answers, we have received confirmation that Spiders is being liquidated.
What does it mean? This means the company as a whole no longer exists. We'll cease our functions immediately. The planned DLC will release via Nacon, and then-- well, that's it.
We're sorry that it's come to this and would like to thank each and every one of you for your support over the years. If you have any questions or run into issues with your games, please contact Nacon directly as we'll no longer be able to reply.
DomainDash watches the client websites you maintain and tells you when something breaks, before the client notices. Built for freelancers and small agencies tired of finding out about expired SSL certs and DNS issues from the people who pay them.
Checks uptime, SSL expiry, DNS changes, and domain registration across every site you manage. Alerts in plain English: Healthy, Slow, Down. Forward an alert to a non-technical client and they'll actually understand it. Email alerts on every plan; Slack and SMS on higher tiers. Free tier covers one site. Paid plans scale by site count rather than per-seat. Free public check tool at domaindash.io/check works without signup.
Lekh AI lets you run powerful AI models entirely on your Mac and iPhone, keeping data on-device. Chat with local LLMs like Llama, Qwen, Gemma, and Mistral, generate images and videos, make music, convert text to speech, and build audiobooks without the cloud. The Pro version adds a full creative suite with Flux image models, LTX video, and ACE-Step music. Use the Knowledge Hub for RAG, and enjoy Apple Silicon-optimized performance with MLX and GGUF support, Siri integration, and no tracking or analytics.
Google is trying to simplify one of its most complex products, helping advertisers and analysts get more value from Google Analytics without deep technical expertise.
Whatβs new. Google Analytics is rolling out Task Assistant, a guided workflow tool that surfaces tailored recommendations to improve property setup, data collection and reporting.
How it works. Available in the left-hand navigation, Task Assistant organizes recommendations into clear categories like connecting accounts, enhancing reporting and fixing data issues. Users can mark tasks as complete as they go or skip items that donβt align with their business goals, creating a more flexible setup experience.
Why we care. Google is making it easier to identify gaps in tracking and fix them quickly, which leads to more reliable data and better decision-making. Task Assistant helps ensure Analytics is properly configured without requiring deep expertise, reducing the risk of missed insights or inaccurate reporting. Ultimately, better data setup means more confident optimization of campaigns and budgets.
Between the lines. Analytics platforms are powerful but often underutilized due to poor configuration. Task Assistant is Googleβs attempt to reduce that friction by turning setup into a step-by-step process rather than a manual audit.
The bottom line. Task Assistant aims to make Google Analytics more actionable, guiding users toward better data quality and more effective measurement with less guesswork.
Samsung expects the memory shortage to get worse in 2027 The global memory crisis has seen Samsungβs memory profits soar. The company has seen its profits jump by almost 50X, from 1.1 trillion won to 53.7 billion won. For 2027, Samsung expects worsening conditions for the memory market, which is great news for them and [β¦]
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Flint lets you build AI-driven product recommenders, service suggesters, and quote calculators that capture qualified leads and deliver personalized results. Describe your use case to the Flint Assistant, import your knowledge base, and publish an on-brand tool in minutes with no code.
Flint embeds on your site or hosted page, integrates with HubSpot, Slack, and webhooks, and includes A/B testing, analytics, GDPR compliance, and automated follow-up emails so every submission reaches your CRM with rich, structured data.
Thanks to deep integrations with both your vehicle and your apps, Gemini in cars with Google built-in will help drivers do more safely while still focusing on the road.Sundar Pichai is on the cover of Time magazine for its 100 most influential companies issue for 2026.Google is filling a key measurement gap between awareness and consideration, giving advertisers a clearer view of how their brand is actually perceived β not just remembered.
Whatβs new. Google Ads has introduced a new βAssociationβ metric within Brand Lift Studies. Advertisers can define a concept, category or attribute, and Google will ask users a survey-style question: which brands they associate with that specific idea.
How it works. Instead of measuring simple recall, the metric evaluates whether audiences connect your brand to a desired positioning. That could mean βpremium,β βsustainable,β or even a product category β offering a more nuanced read on brand perception.
Why we care. Google is giving you a way to measure brand positioning, not just awareness or recall. The new Association metric helps determine whether campaigns are actually shaping how consumers perceive a brand β a critical step between being known and being chosen. It also enables more strategic optimization of creative and messaging, especially for brands trying to own specific attributes or categories.
Between the lines. Brand Lift has traditionally focused on awareness, recall and consideration. Association sits in between, helping advertisers understand whether their messaging is shaping how people think about the brand, not just whether they recognize it.
The catch. Thereβs still a constraint: advertisers can only select three Brand Lift metrics per study, so adding Association means making trade-offs with existing KPIs.
The bottom line. Association gives advertisers a more strategic lens on brand building β measuring not just visibility, but whether campaigns are landing the intended message.
First seen. This update was first spotted by Google Ads expert, Thomas Eccel who shared the update on LinkedIn.
Reddit is quickly becoming a powerful platform shaping how people discover and perceive brands. As AI search engines increasingly surface Reddit threads and comments, these conversations now influence visibility.
To understand this shift, I analyzed 117 SaaS brands on Reddit. People reveal what they really think there, which doesnβt always match polished marketing.
As communities shape brand perception, Reddit is no longer optional.
Hereβs my analysis, plus how you can use Reddit to your advantage.
My analysis of 117 brands across the SaaS industry started with identifying the verticals to address:
From there, I created a Google Spreadsheet with the brand names for each vertical. Then, I mapped out the following details for each brand:
Across all 117 brands, I analyzed over 300 Reddit threads, including brand mentions, sentiment, community engagement, and brand participation.Β
Letβs dive into the key findings.
One thing became clear early on: people respond to people, not corporate brands.
Brands run by moderators who were helpful, honest, and non-promotional were received more favorably than those using a polished, corporate tone. Redditors tended to ignore or downvote obvious marketing copy.
In general, redditors donβt want to be marketed to. They want real opinions and real experiences.
As a result, peer recommendations felt more credible than brand messaging. When redditors asked questions or shared frustrations, the most authentic answers came from other users.
When brands stepped in with scripted or promotional responses, they often struggled to gain traction.
However, when brands answered directly, acknowledged limitations, and used conversational language, responses improved. In some cases, brand moderators even earned upvotes and thanks.
Redditors talk about brands, whether or not theyβre present on the platform. In many cases, brands simply arenβt there.
Thirty of the 117 brands I analyzed have no Reddit presence. Another 23 are on Reddit, but their subreddits are abandoned.
In several instances, users asked direct questions like:Β
They received responses from other redditors sharing experiences, opinions, recommendations, and problems.
When brands arenβt there, the conversation continues without them. Over time, their reputation on Reddit exists outside the brandβs control.
Other negative outcomes can follow. When brands arenβt present, others can take their place.
In one instance, I found a community using a popular brand name that had nothing to do with the brand. This shows how easily brand presence can be shaped or misrepresented.
Redditors are already discussing your brand. The only question is whether youβre part of that conversation.
Reddit is an incredible source of unfiltered customer insights.
If you want to know what drives people away, what people value, and how people compare tools, youβll find the answers on Reddit.
Here are some ways Reddit helps with customer research.
On Reddit, youβll find people asking questions and sharing:
Reddit users tend to say exactly what they think. This kind of honesty is hard to find anywhere else.
These insights are critical for improving SaaS products. Traditional feedback methods donβt always capture these comments β but Reddit does.
Your Reddit community is a good place for happy customers to advocate for your brand. For example, this Reddit post by Monday shares a brand ambassador program.
In the comments, some brand advocates share insights into their experience, helping elevate the post.
When discussing some community-led brands, redditors often highlight solutions to problems and help fill brand gaps. For example, I noticed users helped each other with troubleshooting, sharing fixes, and recommending integrations.
In some cases, these communities were almost fully self-sustaining, requiring little brand involvement.
Across the topics I reviewed, redditors often expressed negative sentiment about pricing and suggested alternatives, especially for enterprise SaaS tools.
As a result, SaaS brands are often associated with soaring costs and limited pricing transparency, which can hurt perception. When users highlight competitor features, they surface gaps and alternative tools to consider.
Reddit attracts people who discuss how they use software. In my analysis, I observed that users shared:
These posts and comments give brands insight into real use cases they can use to improve products.
Reddit is no longer a side conversation. Itβs where brand perception is shaped in real time.
Across the 117 brands I analyzed, conversations are happening on Reddit β even when the brand isnβt present. Increasingly, those conversations feed into AI search, influencing what people see, trust, and choose.
Smart brands shouldnβt ignore Reddit. They should track mentions, listen closely, show up where it matters, and treat Reddit as both a reputation channel and a product insight engine.
Why does it take Noctua so long to release Chromax Black fans? Noctua is preparing to release its Chromax Black NF-A12x25 G2 fans, which will arrive around 10 months after the release of its standard brown/beige versions. Ahead of this release, Noctua has decided to give its fans a glimpse behind the curtain and explain [β¦]
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