Search Engine Marketing

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

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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.

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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

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