SEO Tools and Resources

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…

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…

Google is rolling out Campaign Mix Experiments (beta), a new testing framework that lets advertisers experiment across multiple campaign types, budgets, and settings within a single, unified experiment. How it works: Advertisers can create up to five experiment arms, each containing a different mix of campaigns. Campaigns can appear in multiple arms, with traffic split between them. Experiments support Search, Performance Max, Shopping, Demand Gen, Video, and App campaigns (excluding Hotels). Traffic splits can be customized (minimum 1%), with results normalized to the lowest split for fair comparison. What you can test: Budget allocation across…

Google is pushing more Demand Gen features (boosting shoppable and travel ads) into general availability, expanding its role as a full-funnel performance channel that blends discovery, video, and commerce across YouTube and Google surfaces. What’s new: Shoppable CTV via Demand Gen is now live, letting viewers browse and buy products directly from YouTube ads on connected TVs. Attributed Branded Searches are available for Demand Gen, giving advertisers visibility into how campaigns drive brand search activity across Google and YouTube (activation required via a Google rep). Travel Feeds allow advertisers to connect Hotel Center feeds to create dyna…

Personal Intelligence, which was introduced first on the Gemini app last week, is already rolling out to some users in AI Mode within Google Search. “Starting today, Google AI Pro and AI Ultra subscribers can opt-in to securely connect Gmail and Google Photos to AI Mode,” Robby Stein, VP of Product, Google Search announced. Personal Intelligence in AI Mode lets Google Search give you a more personal response to your queries by connecting across your Google ecosystem, including Google Search, Gmail, Photos, and your YouTube history. This is rolling out over the next few days AI Pro and Ultra subscribers in English in the U.S. How to see it. This is a Labs feature…

The SEO versus GEO debate has dominated industry discourse over the past year. New acronyms appear weekly, sentiment swings quickly, and even trusted voices often contradict positions they held just months earlier. That volatility isn’t happening at the edges of the industry. It’s coming from a small group of highly visible SEO influencers whose framing of AI-era search shifts in response to news cycles, platform announcements, and branding pressure. To understand how widespread – and how unstable – this discourse has become, we analyzed how 75 leading SEO influencers discuss AI-driven search on LinkedIn. The goal wasn’t to decide which acronym woul…

You know that sinking feeling when you look at your organic traffic dashboard and see – nothing exciting. The line’s flat, and you’re dreading the conversation with your boss about why your SEO investment isn’t “working.” Here’s the thing: flat traffic doesn’t mean failure anymore. Some of the most successful SEO campaigns I’ve worked on recently had underwhelming traffic numbers but delivered incredible business results. Let me show you why that’s not necessarily a bad thing and how to communicate it effectively. Why flat traffic isn’t the red flag it used to be Last year, one of our clients in the home services space experienced organic traffic…

When Google launched Demand Gen campaigns in 2023, they were positioned as a way to build deeper engagement across YouTube, Discover, and Gmail. At the time, they felt experimental, sitting between awareness and performance. Since then, Demand Gen has improved significantly. The creative flexibility and audience control now make it a campaign type I use regularly for ecommerce clients. It has helped us scale revenue in a controlled way, maintaining brand consistency and enabling creative testing while still driving conversions. In practice, Demand Gen converts best when it is set up strategically alongside Performance Max and Search. Choosing…

Nick LeRoy, a longtime SEO consultant, is turning his platform into a fundraising engine. He’s offering consulting in exchange for donations to Minnesota-based immigrant support efforts amid escalating ICE activity in the state. LeRoy said recent events in Minnesota crossed “every ethical line” he had drawn professionally, prompting him to act rather than comment from the sidelines. He announced the initiative yesterday on LinkedIn and in a blog post. What’s happening. LeRoy is trading his services for donations to GiveMN, a Minnesota-based fundraising platform that distributes funds to individuals and families impacted by recent ICE raids and related unrest. …

Meta is rolling out ads on its Threads app to all users worldwide, starting next week, with a gradual rollout expected to take months. Threads, Meta’s X rival, has grown rapidly since its July 2023 debut, now surpassing 400 million monthly active users. CEO Mark Zuckerberg has repeatedly praised the app as a potential “next big hit,” projecting it could reach 1 billion users in a few years. Advertiser access. Advertisers have been able to test Threads ads in the U.S. and Japan over the past year, and last April the platform opened ad access to global advertisers. Meta is making it easy to expand campaigns to Threads via its Advantage+ program or manual campaigns, …

If the same URL appears in both a Google AI Overview and the classic 10 blue links, Google Search Console counts it as a single impression, not two. That clarification comes directly from Google’s John Mueller. The background. Mark Williams-Cook, director at SEO agency Candour and founder of AlsoAsked, shared it publicly on LinkedIn after a discussion sparked by Jamie Indigo. The question emerged as SEOs try to understand how AI Overviews affect visibility metrics when a page appears multiple times on the same results page. Williams-Cook initially assumed the URL might generate two impressions. That assumption was based on how older SERP features, such as tw…

OpenAI is preparing to launch impression-based ads inside ChatGPT as early as February, marking a faster-than-expected step into advertising. What’s happening. According to a report, OpenAI is already testing ads with select advertisers and plans to charge on a pay-per-impression (PPM) basis, rather than the more familiar pay-per-click model. The test is expected to be limited, with advertisers committing under $1 million each and no self-serve buying tools available yet. Why we care. Ads inside ChatGPT could create an entirely new ad surface tied to conversational AI — but the initial model favors OpenAI’s revenue certainty over advertiser measurement. While this…

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…

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…

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…

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…

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…

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…

News executives expect search referrals to drop by more than 40% over the next three years, as search engines continue evolving into AI-driven answer engines, according to a new Reuters Institute report. That shift is squeezing publisher traffic and accelerating a move away from classic SEO toward AEO and GEO. Why we care. Google’s AI Overviews and chatbot-style search are changing how people get information, often without clicking through. SEO visibility, attribution, and ROI models built on old playbooks are breaking fast. What’s happening. Publishers expect search traffic to nearly halve. Survey respondents forecast search engine traffic down 43% within three y…