SEO Tools and Resources

Google says a new compression algorithm, called TurboQuant, can compress and search massive AI data sets with near-zero indexing time, potentially removing one of the biggest speed limits in modern search systems. What it is. TurboQuant is a way to shrink and organize the data that powers AI and search without losing accuracy. It reduces memory use while keeping results precise and cuts the time to build searchable AI indexes to “virtually zero,” according to the research paper. How it works. Modern search converts content into vectors (lists of numbers that represent meaning). Similar ideas sit close together in this numeric space, and search finds the closest ma…

A bug in Google Ads Editor is causing structured snippet extensions copied between accounts to remain unintentionally linked. When advertisers change the language in one account, it can automatically update the same extension in another. Why we care. This bug creates hidden inconsistencies for advertisers managing multi-market campaigns, especially when different languages are required across accounts. What advertisers are seeing. The issue surfaced while managing Czech and Slovak e-commerce accounts by digital marketer Marcin Wsół. Changing the snippet language in one account triggered the same change in the other. The extensions appear separate but behave a…

Google removed a Search Engine Land article (Report: Clickout Media turned news sites into AI gambling hubs, published March 26) from its search results after a copyright complaint (that appears, to us, to be entirely false). Meanwhile, a similar DMCA filing led to the takedown of the original Press Gazette investigation. What happened. A DMCA notice filed March 27 claimed Search Engine Land copied content “word for word” and used proprietary images. The complaint led Google to begin removing the article from search results globally. The notice identifies the complainant as “US Webspam,” with no clear public attribution. The context. The removed article re…

OpenAI now allows users of ChatGPT to share their device location so that ChatGPT can know more precisely where the user is and serve better answers and results based on that location. The feature is called location sharing, OpenAI wrote, “Sharing your device location is completely optional and off until you choose to enable it. You can update device location sharing in Settings > Data Controls at any time.” What it does. If ChatGPT knows your location, it can return better local results. OpenAI wrote: “Precise location means ChatGPT can use your device’s specific location, such as an exact address, to provide more tailored results.” “For example, if y…

LinkedIn is one of the most powerful platforms for recruiting top-tier talent. It’s also one of the easiest places to waste budget if campaigns aren’t structured correctly. Many recruitment campaigns fail because they prioritize visibility over intent. More impressions don’t equal better hires. Broad targeting and generic messaging often lead to an influx of unqualified applicants, driving up cost-per-hire and slowing down hiring timelines. The most effective LinkedIn recruitment strategies focus on one thing: attracting and converting high-intent candidates while filtering out poor-fit applicants before they ever click. Let’s break down exactly how to do that. …

Barry Adams recently published “Google Zero is a Lie” in his SEO for Google News newsletter, arguing that the narrative of Google traffic disappearing is false and dangerous. His data backs it up. Similarweb and Graphite data show only a 2.5% decline in Google traffic to top websites globally. Google still accounts for nearly 20% of all web visits. The widely cited Chartbeat figure showing a 33% decline? It’s skewed by a handful of large publishers hit by algorithm updates. Publishers who abandon SEO in the face of this panic are making a self-fulfilling prophecy, ceding traffic to competitors who keep optimizing. He’s right. And he’s looking at the wrong prob…

AI-powered ad bidding systems are highly sophisticated, but conversion tracking hasn’t kept pace. Ad platforms encourage advertisers to track more actions, while many experts argue for tracking only final outcomes. Both are partly true. Neither is universally correct. In practice, both over- and under-signaling can hurt PPC performance. Too many loosely defined micro-conversions introduce noise. Bidding shifts toward easy, low-value actions, inflating reported performance while eroding real results. Too few signals leave the system without enough data to learn. This dynamic is most visible in Performance Max and Search plus PMax setups, where the system optim…

A new analysis of more than 40,000 daily ChatGPT ad placements by AI ad intelligence firm Adthena suggests the format is rapidly standardizing, revealing that what once felt experimental is now becoming a disciplined, high-intent messaging system built for users already deep in decision-making mode. The big picture: ChatGPT ads are converging on a style that is short, structured, and highly contextual, favoring precision over persuasion and utility over storytelling, which marks a shift away from traditional creative-led advertising toward something closer to real-time, intent-driven assistance. By the numbers: The average headline clocks in at just 30 chara…

Paid search is often the highest-leverage ecommerce growth channel, delivering strong conversion rates and efficient spend when structured effectively. Google Shopping and Amazon Ads capture high-intent demand while generating the data needed to scale it. These platforms connect search queries directly to revenue, enabling you to identify which terms drive sales and allocate budget accordingly. The real challenge is organizing campaigns to act on that signal. Why paid search works so well for ecommerce Paid search performs differently from other channels because it combines two advantages: intent and data. Intent: Google and Amazon are search-driven e…

Over the course of my three-decade career, the keyword drove paid search. Today, it’s one of many signals. Strategy is what determines performance. Keywords were what you researched for weeks, then built your strategy around based on what you uncovered or hypothesized. You managed everything from bids to matched search terms to negatives and the audiences you targeted. Your career was built and measured by how well you structured around a keyword. Paid media has always been deeply tactical, with Google driving the majority of search. You were methodical about placements, audiences, bids, headlines, extensions, and keyword-stuffed URLs. This model worked. It ga…

Many of today’s PPC tools were designed to be easily accessible to ecommerce. That doesn’t mean lead gen can’t take advantage of them, but it does mean more intentional application is required. Lead gen with AI still requires a creative approach, and many conventional ecommerce tools still apply — but not always in the same way. Here are the priorities that matter most for succeeding with lead gen using AI. Disclosure: I’m a Microsoft employee. While this guidance is platform-agnostic, I’ll reference examples that lean into Microsoft Advertising tooling. The principles apply broadly across platforms. 1. Fix your conversion data first This is the single …

Google says its AI-powered advertising tools are starting to deliver meaningful results, including major revenue gains for some retailers, as it experiments with how ads work in AI-driven search. The big picture. Fears that AI chatbots like ChatGPT would disrupt Google’s core search business haven’t materialized, and instead the company’s ads business continues to grow, suggesting AI may be expanding how people search rather than replacing it. By the numbers: Alphabet Inc. surpassed $400 billion in revenue in 2025. Q4 ad revenue: $82.28 billion (+13.5% YoY). YouTube ads: $11.38 billion (+~9% YoY). What’s happened. Google is embedding ads into its A…

Hreflang has long been a core mechanism in international SEO, directing users to the right regional version of a page. That approach worked when search engines primarily returned static results. AI-driven synthesis changes that. Instead of returning lists of links, AI systems construct answers. They don’t need, nor want, your perfectly implemented hreflang tags. They aren’t looking for instructions on which page to serve. They’re trying to determine which answer is best supported across sources. Your content has to hold up when the model compares it against everything it’s seen, regardless of language or origin. If it doesn’t, it won’t be used. What hreflang …

Google is consolidating its advertising and measurement resources into a single destination, aiming to make it easier for developers and technical marketers to build, automate and scale campaigns. What’s happening. Google has introduced a new Advertising and Measurement Developers Hub, a centralized site designed to help users access tools, documentation and support across its ad ecosystem. The hub brings together resources for products like the Google Ads API, Google Analytics and publisher tools such as AdMob and Google Ad Manager, all organized into categories including advertising, tagging and measurement. How it works. The site offers a streamlined homep…

Metehan Yesilyurt’s SDK analysis revealed the pipeline names. We captured months of real Discover feeds to show what each pipeline actually does — volume, reach, timing, and which publishers dominate. Here’s what 42 million cards reveal about Discover’s internal architecture. What we did Over three months (December 2025 – February 2026), we observed real Discover feeds from hundreds of devices. The result: 42 million feed cards analyzed. We linked each card to the precise pipeline that selected it. Some of the names were already known from the SDK, You likely saw the SDK Analysis by Metehan Yesilyurt already. What was missing: what each pipeline does in practic…

Measurement is the foundation for everything we do in performance marketing. Without accurate measurement, what we recommend, implement, and optimize is, at best, guesswork. Maintaining accurate measurement is more challenging than ever — and getting harder. Regulatory crackdowns and increased privacy concerns, alongside longer multi-touch journeys, are compounding to create a measurement crisis. Brands still using decade-old tactics won’t be able to overcome modern measurement challenges. If your brand falls into this category, it’s time to rebuild your measurement foundation — from integrating first-party data (crawl), to creating cross-channel reporting for ac…

Google is changing how Google Analytics and Google Ads share consent signals — a shift that could have major implications for marketers’ tracking setups starting this summer. What’s happening. Beginning June 15th, Google Ads data collection will rely solely on the ad_storage consent setting, removing a layer of complexity that previously came from linked Google Analytics configurations. Until now, ad data flows between Analytics and Ads were influenced by both Consent Mode and Google Signals settings inside GA. That created confusion for marketers, especially because some of the controls were buried in Analytics settings rather than clearly surfaced in ad consent …

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 t…

Google has unique policies for Google Shopping that are stricter than its general advertising policies. If Google thinks you’ve violated any of them, it can suspend your Merchant Center. That cuts off access to Google Shopping, Local Inventory Ads, product feeds in Performance Max and dynamic remarketing, and free listings for products. That means losing your highest-ROI channel overnight. Here’s how Google’s system works — and what you can do to fix suspensions and get back online. Case study: How we reinstated a suspended Merchant Center A UK-based ecommerce retailer came to us after their Google Merchant Center account was suspended for “Misrepresentatio…

If your organic traffic is down but impressions are up, AI is likely citing your content without sending clicks. If both are down, you’re being ignored. Either way, the search behavior your marketing strategy was built on has changed, and waiting for traffic to rebound isn’t a strategy. This is the reality you’re facing in 2026. According to KEO Marketing: 73% of B2B websites saw significant traffic losses between 2024 and 2025, with an average 34% year-over-year decline. The impact isn’t evenly distributed. If your content is primarily informational, you’ve likely been hit harder, with some sectors seeing organic traffic drop 15% to 64% since AI Overviews la…

Microsoft is changing how advertisers configure automated bidding, aiming to reduce complexity while keeping performance outcomes the same. What’s happening. The platform is streamlining its bidding options by folding familiar targets like Target CPA and Target ROAS into broader automated strategies rather than standalone campaign settings. Going forward, advertisers will choose between two core approaches: Maximize Conversions or Maximize Conversion Value, with optional targets layered on top. How it works. For conversion-focused campaigns, advertisers select Maximize Conversions and can optionally set a target CPA. For value-focused campaigns, they selec…

Walmart said conversion rates for purchases made directly inside ChatGPT were three times lower than when users clicked through to its website. Why we care. This suggests agentic commerce isn’t ready to replace traditional shopping. Sending users to owned environments still drives higher conversion rates. The details. Starting in November, Walmart offered about 200,000 products through OpenAI’s Instant Checkout. Users could complete purchases inside ChatGPT without visiting Walmart’s site. Daniel Danker, Walmart’s EVP of product and design, said those in-chat purchases converted at one-third the rate of click-out transactions. He called the experience “uns…

Account suspensions are essential to “maintain a healthy and sustainable digital advertising ecosystem, with user protection at its core,” according to Google Ads. For advertisers, though, navigating the suspension process can be a minefield. Suspensions can happen suddenly, limit what you can do in your account, and, in some cases, affect related accounts as well. Here’s what triggers account suspensions, the different types you might encounter, and what to do if your account is flagged or suspended. Why do accounts get suspended? Accounts get suspended when Google Ads finds a violation of one of its policies. The platform uses a combination of automated s…

In a recent keynote at the Industrial Marketing Summit, Rand Fishkin argued that we’re marketing in a “zero-click world.” His observation captures an important surface-level trend: fewer users are clicking through to websites. The deeper shift, however, is structural. What has changed is the way information is evaluated, repeated, and trusted across the web — and that’s where many are drawing the wrong conclusion. As clicks decline, it can look like websites matter less. In reality, their role in shaping what gets seen and trusted may be increasing. Why ‘zero-click’ discussions often lead to the wrong conclusion From a traffic perspective, the trend is unmi…

Website migrations have a well-earned reputation for going wrong, with even well-planned migrations leading to rankings slipping, traffic dropping, or tracking breaking. But most migration problems come from small oversights rather than complex technical failures. You can reduce your risk with a staged approach. The checks you complete during staging, on launch day, and in the first few weeks after go-live often determine whether a migration stabilizes quickly or becomes a long recovery project. Before launch: Catch issues on staging Most migration problems should be found and fixed on the staging site. If issues reach the live site, recovery is slower and mor…