Google AI Mode shopping prices: compare offers, not just products
A Productrise study finds different shopping prices and sellers. Use our offer-comparison worksheet to separate real price gaps from mismatched products.
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Latest articles tagged “AI Visibility”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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DOJ Backs OpenAI in The New York Times AI Copyright Case
The Justice Department reportedly backed OpenAI’s fair-use position, but the court has not decided the case. Publishers should separate filing, ruling, and remedy.
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ChatGPT Enterprise Search Can Use Cached Results: What Publishers Should Test
Restricted ChatGPT Enterprise and Edu workspaces may use cached web results or disable search. Test live, cached, and off states before making freshness claims.
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Google’s AI Search Opt-Out Is Worldwide: Audit Property Inheritance
Google’s AI Search inclusion control is now worldwide. Audit parent and child properties before excluding content, traffic, and impressions.
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Rank Math Support Agent: Consent, Credentials & Cleanup
Rank Math’s AI Support Agent could create a broad WordPress API credential before feature consent. We trace the code, cleanup, limits, and audit questions.
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OpenAI 429 vs 503 Errors: Retry Without Skewing Your Data
OpenAI now distinguishes 429 slow_down from 503 server_is_overloaded. Honor Retry-After, cap backoff, and preserve failed queries in AI visibility study denominators.
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Gemini 3.8 Flash Is Live: Test Search Citations Before Switching
Gemini 3.8 Flash is generally available with Google Search grounding, but capability is not evidence of better citations. Use a matched query-and-claim ledger before migrating.
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ChatGPT Becomes an EU VLOSE: What Publishers Need to Track
The European Commission designated ChatGPT a Very Large Online Search Engine. Publishers should separate DSA duties, product controls, and observed search outcomes through the January 2027 window.
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AI Visibility Reports: Track Mentions, Recommendations, Citations, and Revenue
Build separate ledgers for mentions, recommendations, citations, detected referrals and business outcomes, then connect them with stable keys and explicit uncertainty.
