The past several months haven’t been kind to Verizon Chief Executive Officer Dan Schulman, who has had to brave through widespread network outages, layoffs, and other hardships to ensure that the biggest network in the U.S. doesn’t lose its grip on that title. However, when speaking at the Semafor World Economy conference held in Washington, Schulman implies that a mindset change in the way customers are treated is required to ensure the network’s longevity. Schulman also states that while Verizon is objectively the best network, all the basic stuff to improve the experience is required, as that’s where the competition […]

Read full article at https://wccftech.com/verizon-ceo-believes-it-can-become-the-best-network-by-treating-people-like-humans/

This ultra-compact mini PC is available in various configurations, ranging from entry-level 6-core to high-end 16-core Panther Lake chips. MSI Introduces Panther Lake-Based Ultra-Power-Efficient and Ultra-Compact Cubi NUC AI+ 3MG Mini PC, Starting at $569 Popular hardware manufacturer, MSI, has launched its latest Intel Panther Lake-based mini PC called Cubi NUC AI+ 3MG, which is one of its most compact mini PCs yet. Aimed at enterprise and business environments, the Cubi NUC AI+ 3MG brings a powerful configuration in a tiny box that measures just 0.51 liters in volume. The machine is super lightweight and incredibly small, making it easier […]

Read full article at https://wccftech.com/msi-launches-cubi-nuc-ai-3mg/

Another golden opportunity presents itself in the form of the AirPods Pro 3, Apple’s latest and greatest wireless in-ear earbuds, which launched at $249 and are now available for $199.99 on Amazon, making it yet another time that these earphones have dropped down to their best price yet. While we agree that Sony’s WF-1000XM6 are truly remarkable alternatives, even with a 10 percent discount, these are listed for $298 on the online retailer, making the AirPods Pro 3 a much better option by miles. Apple uses the same H2 on the AirPods Pro 3 as it has on the AirPods Pro […]

Read full article at https://wccftech.com/airpods-pro-3-return-to-their-best-price-of-200-on-amazon-after-a-20-percent-discount/

NVIDIA CEO has stated that even if AI didn't exist, his company would've still been huge, but says that he is happy for the fact that AI is a reality. NVIDIA CEO Talks AI, Competition, China, & Supply Chain Moat In Podcast, Says Accelerated Computing Has Been Their Secret Sauce In a podcast with Dwarkesh Patel, NVIDIA CEO Jensen Huang talked about several aspects of the company. He emphasized NVIDIA's strategy in becoming a global AI superpower, while also talking about the various aspects, such as the tightening competition from ASICs, the role of China, and the supply chain moat. […]

Read full article at https://wccftech.com/nvidia-will-be-very-very-large-today-even-if-ai-didnt-exist-says-ceo-jensen/

Curyo is a decentralized reputation platform where verified humans claim a privacy-preserving Voter ID and rate content through blind, stake-based voting. The main idea is to create a new rating system for the age of AI. BetaList users benefit from additional reputation tokens.

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The entire computer industry is sweating profusely over the existence of the MacBook Neo, because Apple’s competitors are well aware that they cannot materialize anything that can compete with the Cupertino giant’s portable in the $599 bracket. It appears that the company’s only rival at this time is demand and how well it can maintain shipments in these few months. Education is a massive target market for Apple, and it has highlighted just how well the MacBook Neo is selling in its latest promotional video. The MacBook Neo is selling exceptionally well, to the point that Apple has had to […]

Read full article at https://wccftech.com/macbook-neo-is-selling-incredibly-well-according-promotional-video/

T-Mobile has reportedly terminated its free in-flight Wi-Fi service for businesses, replacing it with a paid tier that entails relatively slower speeds, as per anecdotal evidence. T-Mobile's double-whammy: Free in-flight Wi-Fi for enterprise customers ends, paid service reportedly entails slower speeds As per a T-Mobile notice that is doing the rounds on Reddit, T-Mobile has apparently ended its free in-flight Wi-Fi service for some enterprise customers. The message reads: "Due to changes in airline Wi-Fi programs, free in-flight Wi-Fi may no longer be available on some flights and airlines starting April 13, 2026." Do note that T-Mobile offers its free […]

Read full article at https://wccftech.com/t-mobile-reportedly-suspends-free-in-flight-wi-fi-for-businesses-now-you-will-have-to-purchase-a-wi-fi-session/

Following the recent debut of PRAGMATA and Resident Evil Requiem, the first two RE Engine games to support path tracing, CAPCOM's GDC 2026 presentation titled 'Real-Time Path Tracing in RE ENGINE for Resident Evil Requiem and PRAGMATA' is well worth exploring. The presentation is available on the NVIDIA Game Developer YouTube channel, and that's no coincidence: NVIDIA helped a great deal with the addition of path tracing to CAPCOM's engine. Indeed, the two speakers were Hitoshi Mishima from CAPCOM's RE Engine team, who covered the architectural and artistic implementation, and Calvin Shu, a NVIDIA GeForce developer technology engineer who covered […]

Read full article at https://wccftech.com/re-engine-path-tracing-ser-restir-gi-dlss-rr/

The flagship Zen 5 X3D chip gets benchmarked ahead of the official launch and here's how it performs with air cooling. AMD Ryzen 9 9950X3D2 Appears on HWBot for the First Time in 7-Zip and Cinebench Benchmarking The fastest Zen 5 X3D chip has already been tested by someone, as can be seen from the uploaded benchmarks on HWBot. AMD's Ryzen 9 9950X3D2 Dual Edition, which was revealed two weeks ago, was tested by a Bulgarian user, "Stoikov". There are currently four benchmarks available on the HWBot website, including 7-Zip, Cinebench 2026 Single and Multi-Threaded, and Cinebench R23 Multi-core. The […]

Read full article at https://wccftech.com/amd-ryzen-9-9950x3d2-dual-edition-gets-tested-on-multiple-synthetic-benchmarking-utilities/

Solvera is an AI-powered marketing platform that launches and manages Facebook and Google ads for your business. It audits your website, maps your sales funnel, and provides built-in analytics and AI assistants that guide setup and strategy. AI Budget Guard monitors performance 24/7, pausing wasteful ads and protecting your spend. The platform connects via official Meta and Google APIs, offers clear ROI tracking, and supports multilingual campaigns, with a 30-day free trial and scalable plans.

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Todo4you is a project management platform combining a clean Kanban board with real-time collaboration and customizable workflows. Drag and drop tickets, switch to a sortable table view, and track priorities, deadlines, assignees, tags, checklists, and attachments in one place. It includes chat, roles, comments, blockers, notifications, Gantt charts, estimation, time tracking, an API, and automations. Connect Git providers, Slack, and Telegram, import from Trello or Jira, and stay compliant with GDPR with data hosted in Germany and a company based in the Netherlands.

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The March 2026 Google core update drove far higher ranking volatility than the December 2025 core update. Nearly 80% of top-three results shifted, and almost one in four top-10 pages fell out of the top 100, according to SE Ranking data shared exclusively with Search Engine Land.

The data. Volatility increased across every ranking tier.

• In the top 3, 79.5% of URLs changed positions, up from 66.8% in December. In the top 10, 90.7% shifted, compared to 83.1%.

• Stability dropped sharply. Only 20.5% of top 3 URLs held their exact position, down from 33.1%. In the top 10, that fell to 9.3%, from 16.9%.

• Churn intensified at the top. About 24.1% of pages ranking in the top 10 fell out of the top 100 entirely, versus 14.7% after the December update.

It’s (sort of) complicated. The March 2026 core update began rolling out a day after the March 2026 spam update completed. This complicated attribution, according to SE Ranking:

• Based on historical patterns and the scale of movement, most volatility was likely driven by the core update, with the spam update amplifying disruption.
• That overlap likely skews direct comparisons to December, though March still appeared more volatile.

More core update analysis. Meanwhile, independent analysis by Aleyda Solis, using Sistrix data from March 26 to April 11, found a consistent shift in where visibility concentrates. Rankings appeared to move from intermediary sites toward stronger destination sources. Website types gaining search visibility:

• Official and institutional.
• Specialist and niche.
• Established brands.
• Dominant platforms.

Losses were more common among aggregators, directories, and comparison-driven sites.

Winners and losers. Among the vertical shifts Solis highlighted:

• Dictionary and language reference sites declined, while larger reference platforms and major destinations gained visibility.
• Job aggregators like ZipRecruiter and Glassdoor lost ground, while employer sites and specialized platforms like USAJobs and Amazon.jobs surged.
• Government and institutional domains, including Census.gov and BLS.gov, saw strong gains on fact-driven queries.
• Travel and real estate visibility shifted away from broad discovery platforms toward stronger brands and primary destinations.
• Health results were re-sorted. Broad consumer health sites declined, while clinical, research-driven, and specialist sources gained.
• One exception: YouTube had the largest visibility loss in the dataset.

Why we care. The data suggests Google’s March 2026 core update raised the bar for ranking. Strong brands, owned data, and direct query value won. Intermediaries now look increasingly exposed.

Automation doesn’t fail on its own — it does exactly what it’s trained to do. The problem is that when Google Ads is fed incomplete, misaligned, or overly broad signals, it can optimize toward the wrong outcome faster than most advertisers realize.

In our second installment of SMX Now, our new monthly series, Ameet Khabra of Hop Skip Media will break down a real account where a 417% jump in conversions turned out to be the wrong kind of success. She’ll use that case study to explain the four key ways automation drift enters an account: signal drift, query drift, inventory drift, and creative drift.

You’ll leave with a practical framework for diagnosing drift early, understanding where human oversight matters most, and managing automation more deliberately so it works toward real business goals — not just platform-reported wins.

Join us May 6 at noon ET.

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Recordly is a desktop app for recording and editing screen captures with motion-driven presentation tools built in. Recordly has emerged as one of the most compelling free alternatives to paid tools like Screen Studio, offering smooth cursor tracking, automatic zoom effects, and clean motion.

Intel's Xe3P graphics architecture will focus on Crescent Island discrete GPUs for AI & Workstation, while missing out on the Arc gaming family. Intel Xe3P Goes Pro & AI With Crescent Island Discrete GPUs, Arc Gaming Lineup Missing In Action Intel's Xe3 GPU architecture has been phenomenal for Panther Lake CPUs, and as the blue team continues to develop its graphics architectures, there's some good news and bad news for the next-gen discrete GPU family. According to Jaykihn, Intel's Xe3P, the successor to Xe3, will feature discrete GPU options. These graphics series will be branded under the Crescent Island lineup. […]

Read full article at https://wccftech.com/intel-plans-crescent-island-ai-pro-discrete-xe3p-gpus-might-miss-arc-gaming-family/

In an era of price gouging and intentional sabotaging of one's competitors, as Apple appears to be doing right now, Qualcomm is seemingly taking the rare moral high ground by eschewing deliberately hobbling the vanilla Snapdragon 8 Elite Gen 6 chip just to push OEMs towards its pricey 'Pro' counterpart. Qualcomm's Snapdragon 8 Elite Gen 6 chip appears good enough for most OEMs, muddying the demand outlook for its Pro variant The Weibo-based tipster, Digital Chat Station, has just penned an interesting post, highlighting the minimized disparity between the vanilla Snapdragon 8 Elite Gen 6 chip and its Pro counterpart […]

Read full article at https://wccftech.com/qualcomm-takes-a-rare-moral-high-ground-by-minimizing-the-disparity-between-the-vanilla-snapdragon-8-elite-gen-6-chip-and-its-pro-counterpart/

Inflowave was built out of my own frustration managing 30 people with 5 IG accounts each. I ended that. When someone asks "How to scale our SMM Agency," I want the answer to be "Inflowave." That's my goal for 2026.

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Lolaloos lets children create personalized stories with their parents. Kids choose the place, hero, villain, age, and language, and Lolaloos generates a unique, illustrated book in minutes. They can create their own character to start adventures. Stories can be read on any device or downloaded for printing. Lolaloos supports English, Spanish, French, and German, so you can create a story in one language and translate or download it in others.

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Google is giving advertisers more control when appealing disapproved ads in bulk — a small but meaningful update that could save time and reduce accidental resubmissions.

Driving the news. Google has added a new option in its bulk ad review workflow that lets advertisers select ads from specific campaigns when requesting a policy re-review.

Previously, advertisers appealing disapproved ads in bulk often had to resubmit all eligible ads across an account — including older campaigns that hadn’t been updated.

That created extra work and could clutter the review process with ads that weren’t actually fixed.

What’s new. Advertisers can now click a new “Select eligible campaigns” option on the Google Ads policy violations page when filing a bulk appeal.

That means they can:

• send only recently fixed ads for review,
• avoid including outdated campaigns,
• and streamline the appeal process.

Why we care. Bulk appeals are often used after widespread disapprovals or policy issues. Being able to narrow submissions by campaign should make the process faster, more precise, and easier to manage at scale.

For agencies and large accounts, the update could also reduce the risk of confusion when handling multiple policy fixes at once.

The bottom line. This isn’t a flashy product launch, but it’s the kind of workflow improvement advertisers have been asking for — giving teams more control and less friction when fixing disapproved ads.

First spotted. This update was first spotted by Hana Kobzová of PPC News Feed.

Intel reportedly plans to extend LGA-1700’s lifespan with “another Raptor Lake Refresh” According to the leaker Jaykihn, Intel is reportedly planning to release “another Raptor Lake Refresh” to extend the lifespan of its LGA1700 CPU socket. This follows Intel’s effort to release more LGA1700 motherboards that support DDR4 and/or DDR5 memory. Given the world’s ongoing […]

The post Intel is planning “another Raptor Lake Refresh” – Leaker claims appeared first on OC3D.

• High-performance NVMe SSDs
• DRAM memory modules
• NVIDIA GeForce and NVIDIA RTX graphics cards

Apple intends to equip the iPad Air with an OLED screen as soon as next year, harmonizing the display specs of the entire iPad lineup with the exception of the base iPad, which will continue to sport an LCD screen for now. Apple to launch an OLED iPad Air as soon as 2027, with the production of the new display panels slated to commence by late 2026 or early 2027 According to ETNews, Apple will transition the iPad Air to an OLED screen by early next year, with Samsung Display expected to commence the mass production of these display panels […]

Read full article at https://wccftech.com/by-next-year-all-apple-ipads-will-sport-oled-screens-except-the-base-model/

In the early days of the web and my career, web architecture was simple: we built “filing cabinet” websites designed around a single, grand entryway. Visitors arrived at your homepage, a.k.a. the “front door,” and navigated through the site to find what they needed.

Then SEO came along and changed everything. Suddenly, every page became a possible entrance point, and people could be dropped in directly at the page most relevant to their current need.

But today, in this AI environment, it seems that things are changing again. As users now use AI tools like Gemini, ChatGPT, and likely mass-adoption tools embedded in our mobile devices, search engines, and browsers to handle the research stage, they’re now more likely to once again land on your homepage.

Your homepage is once again becoming the most important page for SEO, and we must revisit the time-proven lessons of information architecture to ensure it can capture and convert this traffic.

How SEO inverted web design

In the early 2000s, as search engines improved and became the primary source of website traffic, those of us working in the field had to learn and adapt quickly.

We had to take what we knew about information architecture and layer over SEO thinking, which meant the standard, linear route through a site from the homepage to a destination changed.

We now had users landing much closer to where we wanted them — typically on inner pages or blog posts — and then routing them back toward the relevant product or service we wanted to promote.

Homepages were still important, but they became less of a “must be everything to everybody” battleground and could focus more on brand and more general keywords. The money terms were often mapped to more relevant, easily rankable, high-converting long-tail blogs and product pages.

In short, we stopped worrying so much about the homepage, and our attention spread across the spidery maze of deeper pages and reverse-conversion paths. But the pendulum is swinging back.

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The great AI reversal 

The informational long-tail traffic that sustained those deep-link landing pages is being swallowed by AI Overviews and LLMs like Gemini, Perplexity, and ChatGPT.

AI tools now handle the heavy lifting — research, comparison, and summarization are easier than ever. When users finally visit your site, they aren’t looking for more answers — they’re looking for you.

This shift is driving a resurgence in branded search, funneling users back to your homepage. The problem is, while these users may be warmed up by their research, we now know a lot less about them when they arrive.

If your information architecture isn’t ready to greet users on your homepage and funnel them where they need to be, you’ll alienate and lose these warm users and send them swiftly into the arms of your competitors.

Fortunately, there are lessons from the past that can guide us forward. 

The problem: The erosion of the deep link

In traditional SEO thinking, nearly every page could be a landing page.

• Your informational content is an upper-funnel landing page that can direct people to your product or service pages.
• Your product or service pages are mid-funnel landing pages that can drive leads and sales.
• Your case studies and testimonials are lower-funnel credibility content that can push people to make the final decision.

That approach is losing ground. Industry consensus is clear. Traditional informational click-through rates (CTR) are facing a significant decline as AI provides immediate answers in search results.

When a user asks, “What are the benefits of a headless CMS?” they get a 300-word summary from an AI. They no longer need to click your “Headless CMS – Pros & Cons” blog post.

However, once the AI has convinced them that your brand is a leader in headless CMS, they don’t search for the topic again. They search for your brand name. They arrive at your homepage — warmed up and ready, highly motivated, but we know very little about them. We lose the segmentation and context that a deeper page landing provides.

The psychology of AI: the path of least resistance

Humans are a lazy bunch, somewhat by design. If something makes our lives easier, we seek it out, and our behavior changes. This helped us as hunter-gatherers, but now, with our cars, smartphones, food delivery, and many other modern conveniences, maybe not so much.

Search engines are one of the things that made our lives easier, at least for a while, and changed our behavior as things got easier.

Then, of course, we marketers got involved, competition ramped up, and the web became littered with ads, pop-ups, remarketing, and other tactics. Frankly, seeking things online often became a bit of a drag, making much marketing as much a game of attrition as it was science, skill, or art.

But AI is now making our lives easy again. No scrolling past ads, trying to decode SERPs, avoid pop-ups, identify marketing content, and filter out noise — just clean, simple answers. The change has brought some chaos, but it’s also a much-needed reset for the web.

People now enjoy a frictionless, conversational research phase, with the heavy lifting done by AI tools. Questions are answered, advice is given, options are summarized and compared. They can then move on via a branded search, which typically brings them to this homepage entry point.

As Steve Krug famously argued in “Don’t Make Me Think” — a well-recommended book that has stood the test of time — users on the web behave like foragers. They look for the scent of information and take the path of least resistance. If they land on your homepage and can’t find their specific path, such as “pricing for enterprise” or “developer docs,” within seconds, they’ll disengage and bounce.

Things are different. Users may invest a little more time now after they’ve sunk effort into the research phase, but you can’t expect to take users from the low-friction environment of AI to a site where they have to work too hard to figure things out.

Your homepage and overall information architecture can’t fail. You must let people know they’re in the right place, that they can trust you, then segment, signpost, and steer them to their intended destination.

Solution: The filing cabinet site

To handle this influx of branded, front-door traffic, we must return to the fundamentals of information architecture.

Drawing from the definitive guide, “Information Architecture: For the Web and Beyond” (the Polar Bear Book — another great read), we must treat our site structure like a filing cabinet.

• Logical grouping: Related content must be grouped into clear, intuitive categories. If your “Service A” and “Service B” are buried under a vague “What We Do” menu, you’re creating friction. Keep it clear, and don’t confuse people with your fancy branding.
• Structural context: SEO may drive fewer people to your deeper pages, but AI tools still conduct queries to identify information and pull content from your site via RAG. You still need the right content structured in the right way to ensure you’re covering all the angles across SEO, AI, and PPC traffic.
• The 3-click rule: Modern UX research, championed by the Nielsen Norman Group (NN/g), emphasizes that users should be able to reach any content within three clicks. In the AI age, this is a non-negotiable performance metric, and you should be measuring these paths in your analytics.

Remember, while users may come directly to your homepage, AI agents still conduct these deeper searches and consume your information, so traditional SEO is still important.

Implementation: The ALCHEMY framework

This is all great to know, but you also need a framework to help you put this process on rails and build a website that’s structured for humans coming via the front door, search engines indexing and categorizing, and AI crawlers hitting those deeper pages. 

The ALCHEMY website planning guide addresses this exact issue. It breaks the process down into seven strategic steps designed to bridge the gap between business strategy and technical execution:

• Audience research: Identifying personas, segments, and jobs.
• Learning: Deep-dive competitor and performance audits to see what’s working.
• Clarify aim: Setting SMART goals so the site has a purpose beyond looking pretty.
• Hierarchy: Building the visual sitemap and navigation.
• Essential features: Defining the technical must-haves before code is written.
• Mapping: Planning the content and goals for every single page.
• Yield: Generating the final, battle-hardened, marketing-savvy brief for developers.

The process purposely starts with the audience — who are the audience segments that matter? And how does this inform the structure and navigation for the site? 

The process then walks you through mapping out your site to work for users, search engines, and AI.

By following this approach, you ensure that your homepage and category pages aren’t just based on the opinion of the highest-paid person in the room, but on the documented needs of your AI-driven audience.

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From AI recommendation to homepage conversion

Your website’s information architecture now serves two masters — human users and AI agents. A clean, hierarchical structure with clear taxonomies helps both navigate and interpret your site with confidence. 

If an AI reads your site and sees a perfectly organized filing cabinet, it’s far more likely to recommend your brand as a structured, authoritative source. Your site needs to consider two directions of user journey:

• Front door: Users arriving without context, finding what they’re looking for.
• Back door(s): Users, search engines, and AI coming in directly to deeper content.

For a website to be successful in 2026 and beyond, you have to account for both. Build strong information architecture and SEO for front-door users and back-door search engines and AI visits.

Don’t let your homepage be a dead end — turn it into a map.

Addy Osmani, a director of engineering at Google Cloud AI, published new guidance on Agentic Engine Optimization (AEO), a model for making content usable by AI agents.

He positioned this AEO (not to be confused with Answer Engine Optimization) as parallel to SEO, built for systems that fetch, parse, and act on content autonomously.

What he’s seeing. AI agents collapse multi-step browsing into a single request. They don’t scroll, click, or engage with UI — they extract what they need instantly. That makes most traditional engagement metrics irrelevant.

The token problem. Osmani highlighted token limits as a core constraint shaping content performance. Large pages can exceed an agent’s context window, causing:

• Truncated information.
• Skipped pages.
• Hallucinated outputs.

His takeaway: token count is now a primary optimization metric.

Content needs to change. Osmani recommended restructuring content for how agents read:

• Put answers early (ideally within the first ~500 tokens).
• Keep pages compact and focused.
• Avoid long preambles and buried insights. (Agents have “limited patience” for this, he noted.)

Markdown over HTML. He also recommended serving clean Markdown alongside traditional pages.

• Markdown reduces noise from navigation, scripts, and layout, making content easier and cheaper for agents to parse.
• This includes making .md versions directly accessible and discoverable.

Discovery and structure. Osmani pointed to emerging patterns for helping agents find and use content:

• llms.txt as a structured index of documentation.
• skill.md files to define capabilities.
• AGENTS.md as a machine-readable entry point for codebases.

These act as shortcuts for agents deciding what to read and use.

Why we care. This adds a new optimization layer alongside SEO. If agents can’t efficiently parse your content — due to token limits, structure, or format — they may skip, truncate, or misinterpret it. That directly affects whether your content is used, cited, or acted on in AI-powered experiences.

Between the lines. To be clear, the type of AEO Osmani discussed in his article is unrelated to Google Search or organic search ranking. Of note, Google’s John Mueller recommended against markdown pages and Google doesn’t use the llms.txt file.

• Osmani’s article highlights how AI systems interact with the web and what “optimized” content may look like in that environment.
• AEO shifts the goal from driving visits to enabling successful outcomes inside AI workflows.

The article. Agentic Engine Optimization (AEO)

Dig deeper:

• Meet llms.txt, a proposed standard for AI website content crawling
• llms.txt isn’t robots.txt: It’s a treasure map for AI
• No, llms.txt is not the ‘new meta keywords’
• Why LLM-only pages aren’t the answer to AI search
• Google’s John Mueller on SEO vs. GEO: Focus on audience behavior

There’s a phrase PPC experts reach for whenever they get a tough question. At conferences, online, and on client calls. Two words, a smug smile, and absolutely zero useful information: “It depends.”

This has been bugging me for as long as I can remember. Turns out it’s not just a PPC thing, either. Aleyda Solis gave an excellent presentation calling out the exact same pattern in SEO. So we’re dealing with an industry-wide epidemic here. Two disciplines, same cop-out.

Not every question is equally hard to answer. 

• “What’s the maximum number of RSAs per ad group?” Just look it up.
• “Why did my CPA spike last week?” That takes data plus interpretation. 
• “What will my ROAS look like if I increase budget by 30%?” Now you need context, too. 
• “What bid strategy should I use?” That requires data, interpretation, context, and an understanding of someone’s priorities.

It makes sense that “It depends” clusters around the hardest questions. More variables, more context needed, more ways to be wrong. I get it. But since when is “This is hard” a reason to give up on being useful?

So I built a framework for giving useful answers instead. I call it PACT, which stands for Process, Anchors, Conditions, and Trade-offs.

The PACT framework assumes a broader audience context where you don’t have the asker’s data in front of you. If you do, great — crunching the numbers and statistical models become additional answer options.

Not all questions are created equal

If we borrow from the world of analytics, questions come in four flavors, each progressively harder to answer.

Descriptive questions: Asking what happened or how something works

“What’s my impression share?” or “How does broad match work?” 

These are answered with data and facts. You know them or look them up. Nobody says “It depends” here because nobody needs to. I’ll ignore this category for the rest of this article.

Diagnostic questions: Asking why something happened

“Why did my conversion rate drop?” 

These need data plus your interpretation of that data. “It depends” already starts creeping in here because something clearly changed, and pinpointing the cause is rarely straightforward. 

Predictive questions: Asking what will happen or what good looks like

“What if I decrease my target ROAS by 30%?” or “What’s a good CTR for my industry?” 

These are harder. You need interpretation, but you also need context about the specific business and market. This is where “It depends” starts to feel earned.

Prescriptive questions: Asking ‘What should I do?’ or ‘What’s the best solution?’ 

“What bid strategy should I use?” or “Should I consolidate my campaigns?” 

These need everything: data, interpretation, context, and an understanding of someone’s priorities. If “It depends” has a permanent home, it’s here.

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The PACT framework

There are many useful answers you could offer your audience instead of “It depends,” such as explaining how it depends, outlining the trade-offs, or sharing benchmarks and flowcharts. 

I tried to categorize the answers into four concrete response types. (Whether the category names were chosen for clarity or reverse-engineered from a four-letter word is between me and my thesaurus.)

The diagram below shows which response types fit which question types. (There’s overlap, and that’s fine.)

Process: Give a structured path

For many diagnostic questions and for some prescriptive questions, a process is the best answer. Show your audience which steps to take, in which order, to reach their answer (and, increasingly, steps you can hand to an AI agent with a skill). 

If you work at an agency, you need good processes anyway. As David Rodnitzky would say:

• “An agency without process is just a bunch of people running around doing things.”

Suggested formats

Flow charts: The first time I fell in love with a flow chart was in 2012, when the Rimm-Kaufman Group (now Merkle) shared a performance troubleshooting flowchart in their Dossier 3.2. It’s an excellent example of a helpful answer to the question, “Why did my CPA increase (or ROAS decrease)?” 

Decision trees: Prescriptive “Should I?” questions can also be helped with a decision tree. They can be simple, funny-but-true ones like this one from Tom Orbach:

Or more professional ones, like Aleyda Solis’ SEO Flowcharts for SEO Decision Making.

Anchors: Ground it with data and examples

Anchors are the “quick and easy” evidence-based answers that are still better than “It depends.” 

Suggested formats

Benchmarks: Everybody loves a good benchmark. If you have enough data from comparable businesses, you can use it to answer “What does good look like?” questions. 

When someone asks, “What’s the average ecommerce conversion rate?” don’t say “It depends.” Say: 

• “For health and beauty, it’s 3.3%. For electronics, it’s 1.9%.” The more specific the benchmark, the better.

Usual suspects: Think of the usual suspects as a “light version” of a process for diagnostic questions using the 80/20 Pareto principle: 80% of outcomes result from 20% of causes. 

Instead of a 25-step flowchart, you can share a ranked list of the most likely causes ordered by frequency. Basically saying:

• “Check these five things first, because 80% of the time it’s one of them.”

Case study: When someone asks, “What will happen if I do X?”, telling them what actually happened when a similar account did X is worth more than any theoretical answer. 

• “We consolidated 12 campaigns into four for an ecommerce account spending $50,000/month. CPA improved 20% after the learning period, but we lost visibility into product category performance.” 

The key is specificity: industry, budget range, what changed, and the trade-off. Vague case studies (“We saw great results”) are just “It depends” wearing a suit.

Conditions: Name the hidden variables

This is the most direct replacement for “It depends,” as you’ll say, “It depends on these specific things” instead.

Suggested formats

Checklist: For diagnostic questions, this could be a segmentation drill-down. Slice the data by device, geo, time of day, campaign, match type, audience, etc., until the anomaly isolates to one segment. This expands “Why did it happen?” to “Where did it happen?” which can be just as useful.

If [x] then [y]: For example, “What will happen if I double my budget?” Then you follow up with questions like: 

• “What’s your current impression share?” 
• “Are you budget-constrained or bid-constrained?” 
• “How steep is the diminishing returns curve in your auction?” 

If you’re at 60% impression share and purely budget-limited, doubling your budget could get you close to 80% more conversions. If you’re already at 95% impression share, that extra budget is going to buy you mostly junk.

Reversibility test: For a quick filter on prescriptive “Should I?” questions, use one condition: reversibility. Categorize decisions by how easy they are to undo. Low-stakes reversible decisions (e.g., testing a new ad copy) get a “Just try it” answer.

High-stakes irreversible decisions (such as restructuring your entire account) get the full trade-off analysis (and move to the next category). This helps your audience judge how much thought a decision actually deserves. 

Jeff Bezos famously calls these irreversible Type 1 (one-way door) and reversible Type 2 (two-way door) decisions. He also warns us not to treat Type 2 decisions as Type 1 decisions.

Trade-offs: Surface the choices

Some questions don’t have a right answer. Instead, they involve choosing between competing priorities. 

When someone asks “What’s the best approach?”, they often don’t realize they’re asking “Which trade-off am I most comfortable with?” The fix is to make the trade-offs visible.

Suggested formats

Trade-off explanation: Replace “What’s the right answer?” with “Here’s what each option gains and sacrifices.”

For example, “Should I consolidate my campaigns into fewer, bigger ones?” Instead of “It depends on your goals,” surface the actual trade-off: 

• “Consolidation gives you more data per campaign, which helps Smart Bidding learn faster. But it reduces your control over budget allocation and makes it harder to optimize for different segments.” 
• “So the real question is: Do you value algorithmic learning speed more than granular control right now? That depends on whether your current structure is data-starved or if you’re already getting strong results and just want more precision.”

Now the person isn’t stuck. They have a choice to make, and they understand what’s at stake on both sides.

Calculators: If the calculator presents the trade-off as an input field, it can yield a useful answer. One of my all-time favorites is the Build vs. Buy calculator from Baremetrics, which helps you decide whether to buy a tool or build it internally.

Closer to the daily life of a PPC practitioner, we created two free calculators to determine your target CPA or target ROAS. When you enter “% of margin willing to invest in acquisition,” you’re resolving the subjective part of the trade-off yourself. The calculator just runs the math on your decision.

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The ‘it depends’ cheat sheet

Next time your gut says, “It depends,” check which type of question you’re dealing with and pick the format that fits.

I’m not naive enough to think we’ll eradicate “It depends” overnight. But I do think we can hold ourselves to a higher standard. If you’re speaking at a conference, writing a blog post, or answering a client question, try replacing your next “It depends” with one of these four response types.

And if you find a question that genuinely can’t be answered with a process, anchor, condition, or trade-off, I’d love to hear it. I haven’t found one yet. But I’m probably not done looking.

Bambu Lab adds “Color Mixer” to Bambu Studio, taking multi-colour 3D printing to the next level Typically, the colour of your 3D prints is limited by the number of filaments you have and the feature set of your 3D printer. Now, clever tinkerers have blasted through this barrier, with users mixing colours to create new […]

The post Bambu Lab takes multi-colour 3D printing to the next level with “Color Mixer Studio” appeared first on OC3D.

Apple is viewing the ongoing AI-driven crunch in memory capacity as a strategic opportunity and a cudgel of sorts to beat back upstart competitors, as per the gist of a new research note from Daishin Securities. Apple is using strategic levers to gain an advantage over its competitors as the ongoing memory crunch continues to unfold, as per a new research note from Daishin Securities We reported on supply chain chatter in early April, suggesting that Apple was actively buying up "all available mobile DRAM on the market" to prevent its competitors from securing enough memory chips. Well, Daishin Securities […]

Read full article at https://wccftech.com/daishin-securities-apple-is-hoarding-memory-to-sabotage-competition-creating-panic-among-chinese-oems/

In a roundtable interview attended by Gamesradar, Bethesda Game Studios' Todd Howard defended the developer's latest titles, Starfield and Fallout 76. When one of the interviewers pointed out that they were more divisive among gamers than all-time classics like The Elder Scrolls V: Skyrim, Howard suggested that even the early stages of now-acclaimed franchises like Elder Scrolls and Fallout were a bit divisive, until the franchises found their groove and a dedicated audience. The game designer also noted that both Starfield and Fallout 76, the studio's first sci-fi game and first multiplayer game, have eventually found their niches. If you […]

Read full article at https://wccftech.com/todd-howard-defends-starfield-elder-scrolls-fallout-divisive/

Right before the PlayStation 5's latest price increase went into effect on April 2, sales of the Sony current-generation console peaked in the United States according to data provided by Circana's Matt Piscatella, indicating how real the fear of price increases is for consumers in the US. “US weekly unit and $ sales of PlayStation 5 hardware reached 2026 highs during the week ending April 4th, as price increases loomed,” wrote Piscatella on Bluesky. “US spending on video game hardware for the week nearly doubled when compared to the same week a year ago.” Unfortunately, Circana's Video Game Industry Advisor […]

Read full article at https://wccftech.com/playstation-5-sales-hit-2026-high-in-the-us-with-pre-price-hike-buying-rush/

DataLink APIs offers developers a single subscription to validate emails, look up phone carriers, score IP threat levels, and check domain age through one API key and billing plan. Stop managing multiple vendor accounts and API keys. It provides contact intelligence, fraud signals, and deliverability scoring built for production workloads. There is no need to juggle multiple providers or credentials. Automatic fallback providers ensure the API always runs and there is no charge for cached calls.

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Palabra.ai is a real-time AI speech translation platform that offers seamless interpretation for video calls, live events, broadcasting, and custom integrations via API. It supports over 60 languages with near-zero latency, covering the full pipeline from automatic speech recognition (ASR) and translation to text-to-speech (TTS).

Palabra.ai delivers professional-grade accuracy with custom glossaries that keep industry-specific and technical terms translated correctly every time. It also features voice cloning to preserve the speaker's natural tone and identity across languages, producing a human-sounding output rather than a robotic one.

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SellerCard lets you create complete, marketplace-ready listings from a single photo in about 30 seconds. Upload a product image, choose your marketplace and language, and it generates SEO titles, bullets, descriptions, keywords, tags, and six professional product and lifestyle photos.

SellerCard also offers Listing Pro for platform-specific optimization, bulk CSV generation, competitor analysis, and SEO scoring, plus Photo Studio Pro and AI Video for custom scenes, model shots, and social-ready clips. Try one listing free, then pay with reusable stars.

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Google replaces Dynamic Search Ads with AI Max. Learn what’s changing, when migrations begin, and what advertisers should do before September upgrades.

The post Google Is Replacing Dynamic Search Ads With AI Max appeared first on Search Engine Journal.

Google is retiring legacy Search automation tools, including Dynamic Search Ads (DSA), in favor of AI Max, its broader AI-powered campaign suite. This will affect you if you use DSA, automatically created assets (ACA), or campaign-level broad match settings.

Driving the news. AI Max for Search campaigns is exiting beta after adoption by “hundreds of thousands” of advertisers globally, Google said.

• Starting in September, eligible campaigns using DSA, ACA, or campaign-level broad match will be automatically migrated to AI Max.
• Google will stop allowing advertisers to create new DSA campaigns through Google Ads, Ads Editor, and the Ads API once automatic upgrades begin.
• The company expects all eligible migrations to be completed by the end of September.

Why we care. These tools are being phased out, whether you act or not. Moving early to AI Max gives you more control over targeting, creative, and landing page settings before automatic upgrades begin. It also offers potential performance gains, with Google reporting an average 7% lift in conversions or conversion value at similar efficiency.

What Google says. AI Max delivers “an average of 7% more conversions or conversion value at a similar CPA/ROAS for non-retail” when you use its full feature set — including search term matching, text customization, and final URL expansion — compared with search term matching alone.

Catch up quick. DSA has long helped advertisers capture additional traffic beyond keyword-based campaigns by dynamically generating headlines and directing users to relevant landing pages.

• But Google says consumer search behavior is becoming more complex and less predictable.
• AI Max is designed to go beyond website landing page signals by using broader real-time intent data.

How AI Max works:

• Uses advertiser inputs, such as website content and existing ads.
• Expands reach to additional relevant search queries.
• Dynamically customizes ad copy and landing page destinations.
• Adds more controls for advertisers, including brand, location, and text guidance settings.

What you should do now. Google is urging advertisers to upgrade before September to keep more control over setup and avoid disruption.

Phase 1: Voluntary upgrades (starting now)

• DSA users: Google is rolling out upgrade tools this week to help move campaign history, settings, and data into standard ad groups.
• ACA and broad match users: Advertisers will see in-platform prompts to switch to AI Max.

Phase 2: Automatic upgrades (starting September) For advertisers who don’t switch manually:

• DSA campaigns will convert dynamic ad groups into standard ad groups, with legacy settings and URL controls preserved.
• ACA campaigns will move to AI Max with search term matching and text customization turned on by default.
• Broad match setting campaigns will move with search term matching enabled by default.

What Google are saying. I asked Google whether this update reduces the role of manual keyword strategy and feed-based search structures. A Google spokesperson responded that keywords remains essential and this update is to help with keyword management:

• ‘Keywords remain an essential component of a successful campaign strategy, providing the “fuel” for our AI and for the intent signals necessary to drive performance.’ 
• ‘Rather than reducing their role, this upgrade is designed to help advertisers simplify management and expand beyond keywords while remaining in control.’

Bottom line. Google is making AI Max the default path for Search automation, signaling a broader shift away from manual campaign management toward AI-led optimization. If you migrate early, you’ll have more time to test settings and fine-tune performance before the forced switch.

Google may now use your search spam reports for manual actions, and the text in those reports may be sent “verbatim” to the site owner you report.

What Google said. Google wrote it has “Clarified that Google may use spam report submissions to take manual action against violations.”

The new text says:

“Ranking manipulation techniques that attempt to compromise the quality of Google’s search results violate our spam policies and can negatively impact a site’s ranking. Google may use your report to take manual action against violations. If we issue a manual action, we send whatever you write in the submission report verbatim to the site owner to help them understand the context of the manual action. We don’t include any other identifying information when we notify the site owner; as long as you avoid including personal information in the open text field, the report remains anonymous.”

Spam reports used for manual actions. Google framed this as a clarification — that it may use spam reports for manual actions. However, it seems to contradict Google’s earlier statements that it doesn’t use spam reports for manual actions. This feels like more than a clarification to me.

Your spam report text sent along. Google also said it may send the text you include in a spam report directly to the site owner. Google wrote:

• “Send whatever you write in the submission report verbatim to the site owner to help them understand the context of the manual action. We don’t include any other identifying information when we notify the site owner; as long as you avoid including personal information in the open text field, the report remains anonymous.”

Google also warned that you should avoid including personal information or anything you don’t want the site owner to see.

Why we care. This appears to be a significant change from how Google previously handled spam reports. If you submit them, be aware of these changes and adjust your reports accordingly going forward.

Corsair’s next-generation PSUs are packing fancy new 12V-2×6 tech Corsair’s Jonny “Guru” Gerow has confirmed that Corsair plans to release new PSUs with “per-pin monitoring” technology. This should allow users to monitor their 12V-2×6 power cables and detect power distribution along the cables’ wires. This should also allow Corsair to implement new 12V-2×6 safety features, […]

The post Corsair is working on next-gen PSUs with 12V-2×6 “per-pin monitoring” appeared first on OC3D.

• Ultra-High-Performance microfins with 0.2 mm structure width
• Full-metal construction with RGB-illuminated viewing window
• Targeted cooling of all VRAM and VRM components
• Configurable with Through Terminal (4-port) or Direct Terminal (2-port) made of brass
• Thermal paste, thermal pads, and putty included in the scope of delivery

Nintendo has two sides -- there's the company that makes broadly appealing, polished entertainment like Mario and Zelda, and then there's that weird side that makes stuff like Tomodachi Life. While the last Tomodachi Life was a surprising success, moving nearly 7 million units on the 3DS, not many expected a follow-up to the Mii-focused life sim, as it kind of felt like the series’ time had come and gone. There's no keeping the weird side of Nintendo tamped down, though, and so, Tomodachi Life: Living the Dream, a game in development in one form or another for nine years, […]

Read full article at https://wccftech.com/review/tomodachi-life-living-the-dream/

The market isn't apparently ready for lower capacity storage drives, but for most, lower RAM capacity is still acceptable. Lexar Says Demand for Smaller Capacity SSDs Have Dwindled While Smaller RAM Capacity RAM Kits are Still Popular Not every component has the same influence when it comes to building a PC. While RAM and SSDs have both gone insanely expensive in recent months, their influence varies when it comes to what gamers prefer. RAM shows a clear impact in gaming and non-gaming workloads, but storage drives contribute much except for faster loading times. Irrespective of that, faster SSDs are always […]

Read full article at https://wccftech.com/lexar-reveals-gamers-are-unwilling-to-settle-for-sub-terabyte-drives/

Glimpse automates competitor intelligence so you never miss a move. It tracks pricing changes, job postings, ads, blog content, reviews, social posts, website updates, and tech stack shifts, then delivers filterable signals to your inbox and Slack. AI detects patterns and strategic shifts, powers an on-demand analyst, and generates live sales battle cards. Build board-ready reports and share insights across teams without integrations or maintenance.

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ZenFlip converts PDFs into interactive flipbooks in under 5 minutes. It's built for publishers, marketers, and content teams who care about quality and accessibility. The platform is WCAG 2.2 AA compliant by default, offers page-level analytics and heatmaps, lead capture forms, and full white-label branding. It also has a Price Lock Pledge ensuring rates won't increase without consent. You can start free with 10 publications and no credit card is needed.

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Roll the clock back five, 10, or 15 years, and a PPC practitioner’s value was directly tied to tactical proficiency. Not anymore.

Today, Google and Microsoft automate much of the tactical work. Machine learning and AI manage bids, test creatives, and find audiences faster and more efficiently than any human could.

Unfortunately, this reality has left many veteran practitioners in a mid-career identity crisis. If algorithms pull the levers, what exactly are we getting paid to do? Where is our sustainable value to the business?

Here’s what that evolution looks like in practice and how the hard skills in your playbook have changed.

PPC shifted from tactical execution to designing systems

I’ve been in the paid search trenches for 24 years — long enough to witness the wild west of early Overture, the rise of Google AdWords, the shift to mobile, and now, the total “algorizing” of the ad platforms.

It used to be that if you could diligently research thousands of new keywords, methodically change bids, split-test ad copy until your eyes bled, and sculpt the perfect exact-match account structure, you were a lean, mean PPC advertising machine.

If your toolbox is still mostly tactical execution, you’re positioning yourself as a backroom lever-puller, and your days in this industry are numbered. Today’s most valuable practitioners aren’t media buyers. They’ve made the leap to become true engineers of revenue and profit.

An engineer doesn’t blindly pull levers. They design systems. Our sustainable value is in programming the coordinates and telling the machine where to go. If you want to be a revenue and profit engineer, you must:

• Be an expert at data analysis and signaling.
• Possess deep business acumen to understand how the company or your client makes money.
• Cultivate your executive presence to explain your strategy confidently to the C-suite.

That intersection is your career golden ticket. The next four steps will help you achieve just that.

Dig deeper: 10 keys to a successful PPC career in the AI age

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1. Map the account directly to the P&L

If you sit in an interview, client pitch, or meeting with your boss and say, “I’m going to reexamine your metrics,” you sound like every other media buyer. They’ll politely nod and move on.

But if you say, “I’m going to map your paid search program directly into your profit and loss statement so every dollar we spend is engineered for maximum margin,” you instantly become the most valuable person in the room. You’re no longer selling clicks. You’re selling an unfair business advantage.

Most PPC accounts are structured around a website’s navigation — a campaign for shoes, a campaign for shirts, etc. While not inherently wrong, this approach reflects limited thinking. You build a more nuanced, precise account structure that aligns directly with what drives the P&L, moves inventory, or generates high-value leads.

How to execute this

While every business is unique, the process to get there follows a universal framework.

• The margin interrogation: Sit down with your client or your finance team and work to learn the profit margins on their core offerings. You will often find that the product driving the most volume has the tightest margin, while an obscure, niche service has massive profitability.
• The architecture shift: Restructure your campaigns by margin tier and business value, not just product category. You should have completely different target ROAS (tROAS) or target CPA (tCPA) goals based on what the business can afford to spend to acquire that specific customer type. 

If you treat a low-margin conversion the same as a high-margin conversion in your account architecture, you’re risking revenue and profit leak — no matter how pretty your in-platform metrics look.

Separate the engine room from the boardroom

Once mapped, you must segregate your metrics. 

• In the “engine room” (your daily platform optimizations), you still look at click-through rates (CTR) and cost per click (CPC). They are vital leading indicators used to steer the ship. 
• But in the “boardroom” (leadership reporting), you never lead with them. Your conversation is strictly about the engineered outcome: “We shifted budget into the high-margin tier and successfully protected our $150 CPA target, ensuring our overall profitability remained stable.”

Dig deeper: Why PPC teams are becoming data teams

2. Master the art and science of signal engineering

This is the most critical hard skill for the modern paid search profit engineer. Algorithms are hungry, but they inherently lack intelligence and the ability to reason. They only know what you tell them. 

In our brave new world of automated bidding, properly “feeding the machine” is what separates the experts from the obsolete. If you only feed Google Ads data about who filled out a form, the machine will go find you more people who like to fill out forms — even if those people are terrible leads who never actually convert.

A massive part of your job today is understanding and analyzing first-party backend data and strategically feeding it back to the machine to get the best results. You’re no longer optimizing the bid. You’re optimizing the signal.

How to execute this

You have to move past basic pixel tracking. You must implement robust offline conversion tracking (OCT) or direct CRM integrations (like HubSpot or Salesforce into Google Ads). 

If you’re managing larger, more complex programs, leveraging enterprise tools like Search Ads 360 (SA360) or similar platforms is a massive advantage for signal engineering. These tools allow you to seamlessly ingest, weight, and share these critical business signals across multiple search engines from a single centralized hub.

For lead generation 

Stop optimizing for a generic lead. Map your client’s sales stages directly into the ad platform. Assign specific monetary values to each stage based on historical close rates. 

For example, tell the algorithm a raw lead is worth $10, a marketing-qualified lead (MQL) is worth $50, and a closed/won deal is worth $500. Then switch your bidding strategy from Maximize Conversions to value-based bidding (Target ROAS). You’re programming the AI to pursue lead quality and pipeline revenue, not just form-fill volume.

For ecommerce

Ecommerce is a distinct beast with its own complexities. Tracking top-line revenue to hit a basic ROAS target is table stakes. To truly engineer profit, you must manipulate signals around inventory, margins, and lifetime value:

• Feed engineering: The modern ecommerce practitioner doesn’t just upload a product feed; they strategically engineer it. Use Custom Labels to segment products by business reality — such as inventory velocity (overstocked vs. low inventory) or historical return rates. If a specific apparel item has a 40% return rate, pushing it heavily destroys backend profitability, even if the in-platform ROAS looks incredible.
• Profit margin bidding: Don’t just track gross revenue. Use custom conversion variables (or cart data integration) to pass profit margin data back into the ad platform. When the algorithm understands the difference between a $100 sale with a 10% margin and a $100 sale with a 90% margin, it fundamentally changes how it bids in the auction.
• New customer acquisition (NCA): Algorithms gravitate toward the path of least resistance, which often means taking credit for returning brand loyalists. You must integrate your first party customer lists to differentiate a net-new buyer from a repeat buyer, allowing you to bid aggressively for market share on the former while protecting margins on the latter.

Dig deeper: Why better signals drive paid search performance

3. Debug the post-click pipeline

Because ad platforms are largely automated, your biggest performance bottlenecks rarely sit inside ad accounts. Your revenue and profit leaks happen after the click. True profit engineers don’t just throw traffic over the fence and hope for the best; they take responsibility for the entire user journey.

If your campaigns drive highly qualified traffic but the backend system is suboptimal, the business still loses money. You have to debug the pipeline.

How to execute this

Make it a quarterly habit to mystery-shop your client’s business and tear down the post-click experience.

• Stress-test the sales handoff (lead gen): Submit a test lead through the website. How long does it take the sales team to call you back? If it takes 48 hours, it doesn’t matter how finely tuned your value-based bidding is — the sales team is letting those expensive leads go cold. You need the data to show the CEO that the leak isn’t the traffic; it’s the speed-to-lead.
• Audit the checkout flow (ecommerce): Go through the process of buying a product from your client’s site. Is checkout a clunky, five-step ordeal? Do unexpected shipping costs appear at the end? If your drop-off from add-to-cart to purchase is massive, your ROAS isn’t suffering from a bad keyword match type. It’s suffering from UX friction.
• Listen to the tape: Ask the client or the call center for call recordings of leads generated specifically by paid search. Are the leads complaining about pricing? Are they confused about the specific service offered?

When you walk into a boardroom and say, “I listened to 15 sales calls this week, and your team is struggling to overcome pricing objections, so I’ve updated our ad copy to explicitly pre-qualify users on price,” you instantly elevate yourself from a disposable media buyer to an indispensable business partner.

Dig deeper: How to diagnose and fix the biggest blocker to PPC growth

4. Cultivate executive presence

You can be the most brilliant revenue engineer in the world, properly weighting every CRM signal into the algorithm, but if you can’t communicate that strategy like a true business partner, the rest doesn’t matter.

You’re in a never-ending battle of misconceptions about what PPC is and what the expectations are. I’ve lost count of how many times I’ve heard from clients or in-house bosses things like: “Why aren’t we in Position 1?” or “If we increase spend by X, then we’ll get Y more leads.” How you handle that battle dictates your career trajectory.

How to execute this

Executive presence means you don’t flinch when a CEO challenges your spend in a boardroom. You don’t get defensive, you don’t blame the algorithm, and you never dive into a nervous rant about impression share.

You calmly control the room by anchoring your response in the business’s goals: 

• “We deliberately pulled back spend on the low-margin product line to fund the enterprise push you mentioned in last month’s all-hands meeting. Top-line lead volume is down by 10%, but because we engineered our data signals to target MQLs, our projected pipeline revenue is actually up 14%.”

Adopt the “So what?” reporting model. For every metric you present, ask yourself, “So what?” and answer it before they have to. Speak the language of the boardroom: pipeline velocity, profit margin, customer acquisition cost, and lifetime value.

Dig deeper: How to deliver PPC results to executives: Get out of the weeds

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Sweating the small stuff (the right way)

Years ago, I wrote that you need to “sweat the small stuff” — meaning you need to know every detail of your account. That principle remains exactly the same today, but the definition of the small stuff has changed.

Today, sweating the small stuff doesn’t mean manually adjusting a bid by three cents. It means:

• Obsessing over data hygiene.
• Understanding exactly how your client’s CRM tags a lead so your signal engineering doesn’t break.
• Having the guts to tell your boss bad news — like their backend sales process is broken, and no amount of algorithmic bidding will fix it until they do.

The machines have taken many repetitive tasks off our plates. Good riddance.

Today, you have the freedom — and the obligation — to step into the role of a revenue and profit engineer. Master your data signals, stop playing in the weeds, start engineering the P&L, and watch your career take off.

Dig deeper: What 10 years of PPC testing reveals about breaking best practices

At $50+ CPCs, Reddit beats every vendor organically 67.3% of the time across 8,566 keywords. 

The study from Ross Simmonds and his team focused on B2B SaaS, but the underlying dynamics don’t stop there. The higher the advertising competition on a term, the more likely a Reddit thread sits above every brand in organic results. 

If you’re in legal, financial services, premium home services, or insurance, those CPCs aren’t unusual territory. This study is worth your attention.

The SEO community has been talking about this for a while, and the conversation has largely stayed in SEO territory: Reddit is eating organic search, so build your glossaries and invest in content strategy. These are great suggestions, but I’m not an SEO, so I can’t speak to them. 

What I keep thinking about isn’t mentioned in the study: What does this actually do to the signal layer your PPC campaigns depend on?

The problem starts before anyone clicks your ad

When a buyer searches a high-intent term and lands on a Reddit thread instead of your page, two things happen. 

• The buyer gets peer opinions, real comparisons, and experiences from people who’ve already been where they are.
• Google records a behavioral signal: someone searched this query, engaged with this result, and didn’t need to go further. 

That signal feeds back into Google’s understanding of what satisfies that query, and over time, it shapes how the algorithm models relevance on that term. 

Your page didn’t just lose a click. It contributed to a pattern of signal degradation on a term you’re actively paying to compete on, originating entirely outside your account, with no report that surfaces it.

This is what makes it an automation drift problem. The algorithm is updating its model based on the behavioral data it can see, while your account operates in the dark about where that data is coming from.

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The problem continues after someone clicks

The buyer who spent three days on Reddit before clicking your ad arrives as a different person than someone who searched and converted in the same session. They’ve compared options, read real experiences, and already filtered out most of the noise. 

Smart Bidding has no idea any of that happened. It sees a $50 click and waits to see if a conversion fires within your attribution window. 

If you’re running a short window and the buyer spent several of those days in a research phase before coming back, you’re looking at 100% of the cost and none of the conversions still sitting in that detour. 

The system interprets this as underperformance and starts pulling back on the exact terms producing your most qualified buyers, not because anything went wrong inside the account, but because the signal it was given told it to.

The automation is doing exactly what it was built to do. The signal just doesn’t reflect the full picture of what’s happening.

What UCaaS gets right that others don’t

Simmonds’ study covers four verticals. In three of them, Reddit beats every vendor simultaneously on more than half of shared keywords. 

In the unified communication and contact center as a service (UCaaS) category, the vendors win. RingCentral, Nextiva, and Dialpad consistently outrank Reddit on the same terms where every other vertical loses.

It’s not because of domain authority or budget. It’s that they built informational content at scale years ago — glossaries, category explainers, how-to-choose guides — and never stopped. Google had something real to point to on those terms beyond an ad, and the behavioral signals on those queries reflect that.

That’s a content investment conversation, and a worthwhile one. But the principle connects directly to the bidding side: the algorithm makes better decisions when the signals around a term are cleaner, and cleaner signals don’t happen by accident.

Dig deeper: A smarter Reddit strategy for organic and AI search visibility

Where the fix lives

On the bidding side, offline conversion tracking is the mechanism that closes the gap. 

When you import downstream outcomes back into the algorithm — which leads qualified, which closed, and what they were actually worth — you give Smart Bidding the context it needs to understand that a longer, more research-heavy path at a higher CPC can still be the right outcome.

Google’s own data shows a median 10% lift in conversions for advertisers using first-party data alongside click IDs for offline measurement. Without it, the system keeps optimizing toward the fastest path to a conversion, which is rarely the path your most informed buyers take.

On the organic side, getting more intentional about where your business shows up in the conversations your buyers are already having is worth considering.

That might mean investing in content that actually answers the questions Reddit threads are currently answering for you, or thinking about whether your business has a presence in the communities where your buyers are doing their research.

The UCaaS vendors didn’t beat Reddit by outspending everyone. They beat it by showing up consistently in the right places with the right content, long before anyone was ready to click an ad.

The terms where you’re spending the most are the same terms where Reddit is most likely sitting between your ad and your buyer, quietly shaping the signals your automation depends on.

That’s what automation drift looks like when it starts entirely outside the account.

Dig deeper: Stop chasing Reddit and Wikipedia: What actually drives AI recommendations

ASML plans to boost its EUV machine output significantly in 2026 and 2027 due to high memory demand ASML’s EUV machines are the backbone of today’s semiconductor market. Everyone who manufactures leading-edge silicon uses EUV (Extreme Ultraviolet) machines from AMSL, including TSMC, Intel, and Samsung. In its Q1 2026 financial report, ASML has confirmed that […]

The post ASML targets 25%+ increase in EUV machine shipments to meet memory demand surge appeared first on OC3D.

Very early this year, The Blood of the Dawnwalker developer Rebel Wolves confirmed that their debut dark fantasy action RPG would release in 2026. Now, after a few months of silence, the CEO, Game Director, and Co-Founder Konrad Tomaszkiewicz has been interviewed on The Game Business Show, revealing that he is comfortable with the widespread comparisons to The Witcher games, especially after the successful focus tests. He also shared that the console versions are already shaping well, and he personally finished the whole game on a PlayStation 5. I'm really comfortable. I feel really confident about our game; we're already […]

Read full article at https://wccftech.com/blood-of-the-dawnwalker-witcher-4-comparisons-rebel-wolves/

Something new could be coming to Dragon's Dogma 2. Although the game hasn't received a significant update in a long time, some recent discoveries made by the community via SteamDB suggest that those who believed CAPCOM teased an expansion last month may not have been too far off the mark. As spotted by Reddit user Professional-Bank469, a new 77 GB depot was recently uploaded. This massive depot was quickly removed and then updated again with smaller depots weighing 115 and 291 KB. What makes this notable is the comparison between the game's file size and the size of the now-removed […]

Read full article at https://wccftech.com/dragons-dogma-2-12-gb-steamdb-update-sparks-major-expansion-rumors/

Google just handed SEOs a new way to hit spammy sites with manual actions and get them deindexed from search results.

The post Google Just Made It Easy For SEOs To Kick Out Spammy Sites appeared first on Search Engine Journal.

Nvidia Warranty claims rose 1000% in 2025 – an 11x increase! Warranty Week has released data on warranty claim rates for AMD and Nvidia graphics cards, revealing an explosion in Nvidia claims. The publication claims that Nvidia’s warranty claims value has risen from $81 million in 2024 to $894 million in 2025, an 11x increase. […]

The post Nvidia warranty claims value rose over 1,000% in 2025, setting an all-time-high for the company appeared first on OC3D.

The next entry in the God of War series, directed by Cory Barlog, will be an expansion of the series' universe and the first one to not feature Kratos as a protagonist. According to new reports from Mp1st and Reddit, this yet-to-be-announced game will see players explore other mythologies and have some rather weird companions, including a talking sword and a “gelatinous cube.” The first new rumor about the next entry in the series, long said to be a new IP, came from Reddit user IntrinsicGamer, who penned a report back in 2023 about the game. In their follow-up, the user revealed some additional information: […]

Read full article at https://wccftech.com/next-god-of-war-japanese-mythology/

It's disappointing to see GPU manufacturers cutting supply for some of their GPUs, but thankfully, the higher VRAM capacity variant isn't affected. NVIDIA Expected to Temporarily Halt Supply for RTX 5060 Ti 8 GB GPU for Two Weeks, Starting Late April The uncertainty keeps affecting components that depend on DRAM and SSD or both. With increasing prices for DRAM and SSD components, many have revised the prices of their products multiple times. These include various consumer electronics, such as popular laptop series like the Microsoft Surface series, pre-built PCs, and graphics cards that have gone pricey in recent months due […]

Read full article at https://wccftech.com/nvidia-reportedly-halts-geforce-rtx-5060-ti-8-gb-shipments-for-two-weeks-in-late-april/

The latest HWiNFO software version has added support for the upcoming AMD chips, which points at the Zen 6 lineup. Latest HWiNFO Software Version Rolls Out, Featuring Support for Zen 6 AMD CPUs/APUs; Adds RTX 5060 With GB205 Die As Well Popular hardware monitoring tool, HWiNFO, just got its latest update, and before you panic, let me tell you that HWiNFO isn't flagged with malware like CPUID's tools, like CPU-Z and HWMonitor. HWiNFO's latest version 8.46 rolled out with some crucial updates, offering new functionalities and enhancements for modern hardware. Apart from adding support for the latest and upcoming hardware, […]

Read full article at https://wccftech.com/hwinfo-v8-46-rolls-out-with-support-for-next-gen-amd-cpus-apus/

This morning, South Korean developer Pearl Abyss announced that Crimson Desert has now surpassed 5 million copies sold to date across all platforms. The game launched across PC, Mac, and consoles on March 19, so the milestone was reached in less than a month. It's an impressive figure, to be sure, and the pace remains strong. Pearl Abyss had already boasted 3 million units sold in the first week. Over time, Pearl Abyss has also been addressing some of the launch issues. For example, the game did not even launch on Intel Arc graphics cards at first, prompting the developer […]

Read full article at https://wccftech.com/crimson-desert-5-million-copies/

Quick Contacts is a cloud-based phone book you can open on any device with just an alias and a PIN. It keeps your contacts private with AES-256 encryption and no links to iCloud or Google. You can use message templates, include your current location, and send messages via SMS or WhatsApp. Mark primary contacts, add notes, and access everything from any browser when your phone isn’t available.

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Yesterday, Ubisoft kicked off a behind-the-scenes video series dedicated to its Anvil Engine, which is mainly used to make the company's Assassin's Creed franchise. The latest iteration of the saga, Assassin's Creed Shadows, introduced several technological improvements that made it a stunning technical showcase upon release. With this behind-the-scenes video series, Ubisoft aims to delve into the key innovations introduced to Anvil, starting with Atmos. Atmos is Ubisoft's physically based weather simulation system built into the Anvil engine for Assassin's Creed Shadows. Rather than using pre-baked or downloaded weather states, it simulates atmospheric conditions in real time, propagating physical quantities […]

Read full article at https://wccftech.com/assassins-creed-shadows-atmos-real-time-weather-simulation-anvil/

Elon Musk has shared the very first update on the Tesla A15 chip, confirming its successful tape out & plans for A16 and Dojo3. Elon Musk Shares First Pictures of Tesla A15 After Successful Tape Out, The Road Ahead Includes A16 & Dojo3 In the latest update on X, Elon Musk has congratulated the Tesla AI team on the successful tape out of its A15 AI chip. Elon has also shared pictures of the chip, featuring a large primary die in the middle that will handle all of the compute and 12 DRAM modules on the outskirts, offering high capacity […]

Read full article at https://wccftech.com/tesla-a15-ai-chip-tape-out-elon-musk-shares-first-pictures-confirms-a16-dojo3-in-work/

You want to change a button color on your site but you're not a developer. You either wait days for a developer or try AI and risk breaking your payments page. SafeCanvas scans your React + Tailwind repo and figures out which files are safe to edit and which are not. You type what you want changed, it writes the code, but it won't touch your auth, payments, or database files. If it isn't sure, it stops. You get a preview on a separate branch. Your developer reviews the PR and merges it.

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Ask anything with the Google app for desktop

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The disposable camera for your phone

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Select text, hit (⌥ space), get AI explanations

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Grid-layout terminal with an AI that drives your shells.

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Your team's context, turned into action

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Flat rate to the best LLMs for OpenClaw, Hermes Agent, etc.

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A floating macOS pager for Claude Code

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