SEO Tools and Resources

As AI-led search becomes a real driver of discovery, an old assumption is back with new urgency. If AI systems infer quality from user experience, and Core Web Vitals (CWV) are Google’s most visible proxy for experience, then strong CWV performance should correlate with strong AI visibility. The logic makes sense. Faster page load times result in smoother page load times, increased user engagement, improved signals, and AI systems that reward the outcome (supposedly) But logic is not evidence. To test this properly, I analysed 107,352 webpages that appear prominently in Google AI Overviews and AI Mode, examining the distribution of Core Web Vitals at the p…

Google’s AI Overviews feature has become the face of our search engine results. Type almost any question into your Google search bar, and the first answer you receive will be AI generated. Many are thrilled about this. Others are wary. Marketers and those in the online reputation management (ORM) field are among those urging caution. Why? Because Google AI Overviews are often littered with information stemming from online forums like Reddit and Quora. And oftentimes, this user-generated content can be inaccurate — or entirely false. Why Google AI Overviews heavily rely on content from Reddit and Quora But how and why have Google AI Overviews c…

AI-powered search isn’t coming. It’s already here: Google’s AI Overviews now reach 2 billion monthly users. ChatGPT serves 800 million users each week. Perplexity processed 780 million queries in a single month. As rankings and clicks matter less, citations matter more. Businesses now need content that AI engines trust and reference when answering questions. That’s the role of AI content optimization. Want to see where you stand? Get a free GEO audit of your website in under 60 seconds. What is AI content optimization? Generative engine optimization (GEO) adapts digital content and online presence to improve visibility in AI-generated answers.…

Between a teetering economy and AI tools rapidly replacing entry-level roles, marketing careers – and many others – can feel increasingly unstable. There is a silver lining for those willing and positioned to look for it. In marketing, it’s this: professionals who can adapt, think critically, and integrate AI thoughtfully into their work can accelerate workflows, sharpen strategy and targeting, and spend more time on initiatives that drive meaningful impact. It’s still early in the AI era, but more than a decade as a marketing leader has made certain patterns clear. Across my own team and the in-house teams we work with, some PPC marketers are better pos…

In 2025, the SEO industry debated whether AI required a strategy shift. In 2026, we are still debating, but we are moving further into the testing and execution phase. To navigate the new search landscape, we have to kill the channel silo and let the SEO team act as the strategic quarterback for brand authority. Organic search has always been a treasure trove of insights into consumer behavior, platform changes, brand presence, and organic influence. Right now, LLMs are binging on a diet of earned media. Press releases, social media content, UGC, your website, your retailers’ sites, YouTube videos, and Reddit threads all have a huge influence on th…

Google introduced a low-visibility setting that could impact brand control for location-based ads. Driving the news. In the Shared Library under Location Manager, Google Ads now includes an option called “Google Owned Location Data.” When enabled, Google can automatically pull imagery from its own library and use it in ads tied to your business locations. Why we care. While Google frames the setting as a way to support performance goals, it allows creative assets to appear in your ads that you didn’t upload, select, or explicitly approve — a potential issue for brand-sensitive advertisers. The big picture. Automation in Google Ads continues to expand beyon…

Google has introduced “Personal Intelligence” in the Gemini app as a beta which allows Gemini to give you a more personalized response by connecting across your Google ecosystem, including Google Search, Gmail, Photos, and your YouTube history. Google said this is “Launching as a beta in the U.S., this marks our next step toward making Gemini more personal, proactive and powerful.” This will also be coming to Search in AI Mode soon, Google told us. While Gemini could already retrieve information from these apps, with Gemini 3, it can now reason across your data to surface proactive insights. Here is how it looks. Here is a video of how it works: Avai…

Google is rolling out a new update for the Trends Explorer page that is powered by Gemini. The goal is to make it easier for users and researchers to find more search terms to explore. “The updated Explore page has a new side panel that uses Gemini capabilities to automatically identify and compare relevant trends for your area of interest,” Google wrote. What it looks like. There is this new layout and new “Suggest search terms” button at the top right of the page. Here is a screenshot: When you click on “Suggest search terms,” you can enter in a keyword or a natural language sentence and Gemini will help you break out all the terms and compare them to each o…

Google Ads is experimenting with a quicker way for new advertisers to get up and running. Driving the news. Over the past few weeks, some users have seen a new setup option in Google Ads: “Create an account with campaign for faster setup.” The feature surfaced publicly after being spotted by Anthony Higman on X, with others noting it only appeared recently. Why we care. Account setup can be a friction point for new advertisers. By bundling account creation with an existing campaign, Google can shorten time-to-launch — and reduce the chances that advertisers stall before spending. The big picture. Google has been steadily streamlining onboarding, nudging ad…

Google is quietly giving advertisers more granular control over how data flows when consent is limited. Driving the news. A new feature called Data Transmission Control is appearing in Google Ads, adding an extra layer on top of Advanced Consent Mode that determines how advertising, analytics and diagnostic data are actually transmitted. What’s new. Advertisers can now independently restrict advertising data, behavioral analytics and diagnostic data. When ad_storage consent is denied, there are two options: allow limited advertising data with identifiers redacted (while still enabling conversion modeling), or block advertising data entirely until consent is grante…

Customer lifetime value (CLV) is often treated as a static metric. In practice, it is shaped by how different types of customers behave – and churn – over time. One of the most important dynamics to understand is the “shakeout effect,” where early churn removes lower-value customers from a cohort, leaving a smaller, more stable group with higher engagement and more predictable purchase behavior. This article takes a closer look at the shakeout effect in CLV analytics, why it happens, and how marketers should account for it when evaluating churn, retention, and long-term profitability. What is the shakeout effect in the context of CLV analytics? Imagine…

As search marketers, we tend to focus on what we can control: keywords, links, Core Web Vitals, indexed pages. We have dashboards for our dashboards. But not everything that shapes search behavior lives inside GSC, GA4, or your favorite rank tracker. One of the most influential forces sits just outside traditional SEO reporting: the social media halo effect. When a Reel takes off or a LinkedIn post hits the right nerve, it doesn’t just earn likes and comments. It creates curiosity about the brand, the product, or the person behind the post. And that curiosity almost always shows up in the same place: the search bar. The problem is that most SEO teams …

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…

Before you apply for a new role, it’s important to prepare for marketing salary negotiations and learn how to pursue fair pay with practical, realistic guidance. Whether you work in SEO, PPC, or somewhere in between, salaries remain a contentious topic. They are often hard to discuss, difficult to quantify, and challenging to change. While many resources cover salary negotiations in general, this article focuses specifically on negotiating pay for marketing roles. Difficulties with marketing salaries Several factors make marketing roles harder to benchmark than many other professions, complicating salary expectations and negotiations. No industry s…

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…

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 …

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…

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…

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…

Five days compressed into five minutes. Six weeks into six days. These aren’t marginal improvements. They’re what happens when marketing organizations remove the structural barriers that prevent talented people from acting at the speed of customer behavior. As Peter Drucker, the father of modern management, warned in “Managing in Turbulent Times,” “The greatest danger in times of turbulence is not the turbulence; it is to act with yesterday’s logic.” Markets are volatile. Customer behavior shifts in real time. Channels are always on. Yet many marketing organizations still operate with structures designed for a slower world, and the cost is measured in missed m…

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…