Talsara blog
Notes, with the numbers
What we find when we ask ChatGPT about local businesses, and what you can do about it.
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How Does ChatGPT Decide Which Local Business to Recommend? Inside the AI Local Search Algorithm
Understanding how this AI recommendation engine works is the key to making sure your business gets recommended instead of ignored.
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Beyond Google Maps: How Local Customers Are Using ChatGPT to Find Businesses Like Yours (And Why You Might Be Invisible)
If your business wasn't named in that AI answer, you were completely invisible—and that customer went straight to your competitor before you even knew they were looking.
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Why doesn't ChatGPT recommend my business? (And how to check)
What ChatGPT reads before it names a local business, five patterns we keep finding when a business is missing, how to check your own, and what to fix first.
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Case study: 60 ChatGPT answers about dental implants in Tulsa, counted
We asked ChatGPT 12 patient questions about dental implants in Tulsa, five times each, and counted who it named and what it cited. 22 of 51 practices were named; 29 never were.