SEO Tools and Resources

Less than 200 years ago, scientists were ridiculed for suggesting that hand washing might save lives. In the 1840s, it was shown that hygiene reduced death rates, but the underlying explanation was missing. Without a clear mechanism, adoption stalled for decades, leading to countless preventable deaths. The joke of the past becomes the truth of today. The inverse is also true when you follow misleading guidance. Bad GEO advice (I don’t like this acronym, but will use it because it seems to be the most popular) will not literally kill you. That said, it can definitely cost money, cause unemployment, and lead to economic death. Not long ago, I wro…

We fully decrypted Google’s SearchGuard anti-bot system, the technology at the center of its recent lawsuit against SerpAPI. After fully deobfuscating the JavaScript code, we now have an unprecedented look at how Google distinguishes human visitors from automated scrapers in real time. What happened. Google filed a lawsuit on Dec. 19 against Texas-based SerpAPI LLC, alleging the company circumvented SearchGuard to scrape copyrighted content from Google Search results at a scale of “hundreds of millions” of queries daily. Rather than targeting terms-of-service violations, Google built its case on DMCA Section 1201 – the anti-circumvention provision of copyright law…

Google now uses Gemini 3 Pro to generate some AI Overviews in Google Search. Google said for more complex queries Gemini 3 Pro is used for AI Overview. This was previously announced for AI Mode results back in November and then in December Google began using Gemini 3 Flash for AI Mode. Now, Google is taking Gemini 3 Pro to AI Overviews for complex queries. Gemini 3 Pro is used to generate AI Overviews for complex queries in English, globally for Google AI Pro & Ultra subscribers. What Google said. Robby Stein, VP of Product at Google Search wrote: “Update: AI Overviews now tap into Gemini 3 Pro for complex topics.” “Behind the scenes, Search wil…

Search visibility isn’t what it used to be. Rankings still matter, but they’re no longer the whole story. Today, discovery happens across traditional search results, local listings, brand knowledge panels, and increasingly, AI-driven experiences that surface answers without a click. For marketers, that makes visibility harder to measure — and easier to lose. SEO teams now operate in a landscape where accuracy, consistency, and trust signals matter as much as keywords. Business information, reviews, and brand authority determine whether a brand shows up at all, especially as AI-powered search reshapes how results are generated and displayed. As a result, many bran…

Around the turn of the year, search industry media fills up with reviews and predictions. Bold, disruptive ideas steal the spotlight and trigger a sense of FOMO (fear of missing out). However, sustainable online sales growth doesn’t come from chasing the next big trend. In SEO, what truly matters stays the same. FOMO is bad for you We regularly get excited about the next big thing. Each new idea is framed as a disruptive force that will level the playing field. Real shifts do happen, but they are rare. More often, the promised upheaval fades into a storm in a teacup. Over the years, search has introduced many innovations that now barely raise an eyeb…

With new updates in the search world stacking up in 2026, content teams are trying a new strategy to rank: LLM pages. They’re building pages that no human will ever see: markdown files, stripped-down JSON feeds, and entire /ai/ versions of their articles. The logic seems sound: if you make content easier for AI to parse, you’ll get more citations in ChatGPT, Perplexity, and Google’s AI Overviews. Strip out the ads. Remove the navigation. Serve bots pure, clean text. Industry experts such as Malte Landwehr have documented sites creating .md copies of every article or adding llms.txt files to guide AI crawlers. Teams are even building entire shadow versions…

AI has quickly risen to the top of the corporate agenda. Despite this, 95% of businesses struggle with adoption, MIT research found. Those failures are no longer hypothetical. They are already playing out in real time, across industries, and often in public. For companies exploring AI adoption, these examples highlight what not to do and why AI initiatives fail when systems are deployed without sufficient oversight. 1. Chatbot participates in insider trading, then lies about it In an experiment driven by the UK government’s Frontier AI Taskforce, ChatGPT placed illegal trades and then lied about it. Researchers prompted the AI bot to act as a trader f…

The debate around llms.txt has become one of the most polarized topics in web optimization. Some treat llms.txt as foundational infrastructure, while many SEO veterans dismiss it as speculative theater. Platform tools flag missing llms.txt files as site issues, yet server logs show that AI crawlers rarely request them. Google even adopted it. Sort of. In December, the company added llms.txt files across many developer and documentation sites. The signal seemed clear: if the company behind the sitemap standard is implementing llms.txt, it likely matters. Except Google pulled it from its Search developer docs within 24 hours. Google’s John Mueller sai…

Google Shopping API migration deadlines are approaching, and advertisers who don’t act risk disrupted Shopping and Performance Max campaigns. What’s happening. Google is sunsetting older API versions and pushing all merchants toward the Merchant API as the single source of truth for Shopping Ads. Advertisers can confirm which API they’re using in Merchant Center Next by checking the “Source” column under Settings > Data sources, where any listing marked “Content API” requires action. Why we care. Google is actively reminding advertisers to migrate to the new Merchant API, with beta users required to complete the switch by Feb. 28th, and Content API users …

Organic search traffic is down just 2.5% year over year — nowhere near the 25% to 60% drops often cited in industry commentary. That’s one big takeaway from a new large-scale analysis by Graphite using Similarweb data from more than 40,000 of the largest U.S. websites. This finding challenges the idea that generative AI tools like ChatGPT are rapidly replacing traditional search and gutting SEO. What’s happening. Surveys, anecdotes, and case studies have fueled claims that organic traffic has collapsed and large language models are pulling demand away from search engines. Graphite’s data tells a different story. Using Similarweb visit data, the study compared…

AI search platforms like ChatGPT, Perplexity, Gemini, and Google’s AI Overviews are reshaping how people discover information. Digital marketing agencies feel the impact firsthand and must adapt quickly. They need to keep their services relevant, their processes outcome-driven, and their results easy to prove. This article explores how 10 agencies have updated their strategies, services, and client relationships to win in the AI search era. What AI search changes for digital marketing agencies Semrush predicted that AI search will surpass organic traffic in 2028. It’s easy to see why. A growing number of people now start their searches with AI inste…

For more than a decade, international SEO has followed a familiar playbook: Create dedicated country- and language-specific URLs. Localize the content. Deploy hreflang. Let search engines rank and serve the correct version. In the AI-mediated search environment, that playbook is no longer enough. In 2026, consistent global visibility is determined less by traditional ranking mechanics and more by how effectively content is retrieved, interpreted, and validated. What still works in 2026 The following fundamentals continue to shape international SEO outcomes in 2026. Market-scoped URLs with real differences still win One of the clearest…

Most businesses don’t fail to rank in the local pack because they lack reviews, links, or proximity. They fail long before that because Google never considers them eligible in the first place. This is a recurring pattern in local search that almost everyone overlooks. Google decides what you are before it decides how relevant you are. From exact matches to broad intent: How eligibility shifts In a niche query, Google is looking for a 1:1 match. They want high-confidence entities that leave zero room for interpretation. However, once you zoom out to a broader search like “restaurants,” that lockdown disappears. Suddenly, the Map Pack opens u…

There’s a common assumption across the SEO industry that people no longer search for local services the way they once did. As tools like ChatGPT become more common starting points, that assumption often takes the form of keyword-style searches giving way to longer, more conversational prompts. To test it, we observed everyday users as they used ChatGPT to find local service providers, including healthcare and aesthetics practices. Participants were asked to begin their search on ChatGPT and behave as they normally would, whether that meant visiting websites, checking social profiles, or reading reviews. That observation was guided by a set of core question…

Some Google Ads advertisers are seeing a bug that causes the option to add notes to disappear from the account change popup, making it harder to document optimizations and performance shifts. The issue was flagged by paid search consultant Odi Caspi, who says the problem has appeared intermittently over the past couple of weeks. What advertisers should be seeing: Caspi shares his view below: Why we care. Account notes are a key workflow tool for agencies and in-house teams tracking changes over time. Losing easy access to notes makes troubleshooting performance swings harder and weakens institutional memory across teams. What users are seeing. …

Google is asking a federal judge to pause enforcement of DOJ antitrust remedies, arguing that mandatory search and ad syndication would expose its proprietary technology and harm advertisers. The argument appears in a new affidavit from Jesse Adkins, Google’s director of product management for search and ads syndication, filed Jan. 16 as part of the company’s motion to stay Judge Amit Mehta’s Final Judgment while it appeals. The big picture. Adkins’ affidavit focuses on damage that cannot be undone: exposure of proprietary ad technology, advertiser harm, and loss of control over query and pricing data. Mehta’s Final Judgment requires Google to license search…

Automation has been reshaping PPC account management for years, from rules, scripts, and API-driven workflows inside Google Ads. Most marketers are already comfortable with automated bidding, data-driven optimization, and other AI-powered enhancements. The next shift goes further. Two developments in particular are changing how PPC campaigns are managed and optimized: AI agents and vibe coding. Together, they point to a more autonomous way of working, where execution increasingly moves to AI – while marketers focus on strategy, systems, and creative direction. This shift unlocks new levels of efficiency and flexibility, but it also changes what effective…

Generative AI has become a practical tool in search, content, and analytical workflows. But, as adoption increases, so does a familiar and costly problem: confidently incorrect outputs. Also called “hallucinations,” the term implies that an AI model is malfunctioning. But here’s the truth: This behavior is often predictable and results from unclear instructions. Or, more accurately, unclear prompts. For example, prompt AI for a “cookie recipe,” and nothing more. Don’t offer details about allergies, preferences, or constraints. The result might be Christmas cookies in July, a peanut-packed option, or a recipe so bland and basic as to be unworthy of t…

TikTok has created a new U.S.-based joint venture designed to comply with federal national security requirements and keep the app operating for more than 200 million Americans. The new entity, TikTok USDS Joint Venture LLC, was formally established under an executive order signed by President The President on Sept. 25, 2025, according to an announcement released today. The big picture. TikTok USDS Joint Venture is majority American-owned and operates as an independent entity with responsibility for U.S. user data, content moderation, and algorithm security. ByteDance retains a 19.9% stake, below the threshold often cited by U.S. officials as a national security co…

A new bug in Google Ads is preventing some advertisers from editing and saving existing Performance Max (PMAX) asset groups. Users report seeing error messages when attempting to make changes in the platform interface, blocking updates from being saved. Why we care. Performance Max relies heavily on asset freshness and iteration. If advertisers can’t update asset groups, campaigns risk running with outdated creative, messaging, or offers — directly impacting performance and efficiency. What advertisers are seeing. Affected users encounter an error message reading, “An error occurred. Please try again later. Value is required,” when attempting to edit asset grou…

Throughout 2025, SEO professionals reported the same story to leadership: organic traffic was down, clicks were declining, and attribution no longer made sense. AI-driven search experiences, zero-click results, and platform-level answers widened the gap between discovery and measurable visits, making it harder than ever to accurately report on organic performance. For many organizations, this showed up as double-digit, year-over-year declines in reported organic traffic and leads. The C-suite asked the obvious questions: Why are clicks down? Why does organic traffic look 25% lower than last year? Is SEO actually hurting the business? The problem wasn’t t…

Google Ads is rolling out a new Experiment Center, giving advertisers a single place to test, measure, and compare campaign performance. What’s new. Google has launched a new help page introducing the Experiment Center, a unified dashboard that brings together traditional Experiments and Lift Studies under one roof. Advertisers can now manage tests around bidding, targeting, and creatives alongside studies measuring brand, search, or conversion lift. Why we care. Experimentation in Google Ads has historically been fragmented, with A/B tests and lift studies living in different places. A centralized hub lowers friction and makes it easier for advertisers to validat…

Google doesn’t build products with B2B marketers in mind. Its largest budgets and transaction volume come from DTC and B2C brands, so that’s where product development naturally starts. That’s why new Google products rarely work for B2B out of the gate. Over my 15+ years in advertising, I’ve seen this pattern repeat: initial release, poor B2B fit, then gradual improvement after about two years. We saw it with responsive search ads, broad match (yes, I thought it was the end of times, too), and dynamic search ads. Performance Max follows the same trajectory. Three years ago, I would have said “absolutely not” for B2B organizations. In 2026, that a…

Google’s head of Search warned a federal court that forcing the company to share its search index, ranking data, and live results with competitors would cause “immediate and irreparable harm” to Google, its users, and the open web. The warning appears in a filed affidavit from Elizabeth Reid, Google’s vice president and head of Search, submitted with Google’s motion to pause key antitrust remedies while it appeals the final judgment in the DOJ search monopoly case. The filing spells out what Google sees as its most sensitive Search assets and why sharing them would expose proprietary systems, enable reverse engineering, and fuel spam. Disclosure of Google’s we…

Apple is expanding ads in App Store search results, giving advertisers more opportunities to reach users at the moment they’re looking to download apps. Starting March 3rd, Apple Ads will begin showing additional ads per search query in the UK, followed by Japan. The expansion is expected to roll out to all Apple Ads markets by the end of March. Why we care. More ad slots in App Store search results mean more chances to win installs—but also more competition for the same high-intent queries, which could push up costs. With no ability to choose placements, performance may vary by position, making creative relevance, keyword strategy, and conversion tracking more…