Google Shopping API cutoff looms, putting ad delivery at risk

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 […]

Does llms.txt matter? We tracked 10 sites to find out

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. […]

7 real-world AI failures that show why adoption keeps going wrong

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 […]

Yext’s Visibility Brief: Your guide to brand visibility in AI search by Yext

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 […]

SEO in 2026: What will stay the same

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 […]

Inside SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals

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, […]

GEO myths: This article may contain lies

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 […]

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