This post hits home! I’ve actually been tracking how LLMs hallucinate by keeping a running list of "AI said this about us" screenshots in a folder named by date <a href="https://romeo-wiki.win/index.php/Why_did_my_organic_clicks_drop_after_AI_Overviews_rolled_out%3F" rel="nofollow ugc">AEO optimization consultants</a>
Lawrence Simmons
07/13/2026
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I agree that entity consistency matters more than raw keyword stuffing for AI Overviews. My team now uses daily snapshots to track ranking fluctuations, and we noticed that structured data plays a massive role in earning those citation slots <a href="https://atavi.com/share/xwud94z1bs5id" rel="nofollow ugc">enterprise answer engine optimisation</a>
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Hilda Weber
07/13/2026
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Our pool in Lakewood had an incredibly abrasive plaster surface that my kids kept getting scraped up on their paws every time they got in <a href="https://maps.app.goo.gl/pXYkB3eyjF9czr3c6" rel="nofollow ugc">swimming pool resurfacing</a>
