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AI

Posts From GBP do NOT End Up in AI Results

Ben Fisher · September 27, 2026 ·

Do Posts From GBP End Up in AI Results? September 2026 I put a made-up word in a Google Business Profile Post to see whether Search and AI could find it. The word was gibberalatodocuklash. We published it in a GBP Post for Steady Demand. We did not put it on SteadyDemand.com. Then we …

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AI Overview Fused Knowledge Panel on Mobile Study

Ben Fisher · September 26, 2026 ·

Steady Demand field notes AI Overview Fused Knowledge Panel on Mobile Test By Ben Fisher · September 2026 Phoenix testing still in progress I wanted to know what happens when someone simply Googles the name of a local business. Not a category search. Not “best plumber …

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AI Overviews and AI Mode both cite local businesses in almost opposite ways. – AI Optimization is different for each.

Ben Fisher · August 22, 2026 ·

Revised 9 September 2026 This study was independently reviewed after publication. Two citation figures were wrong, one finding has been withdrawn, and several claims have been narrowed to match the evidence. The full list of changes is in the Corrections section at the end, and all 86,645 …

[Read more...] about AI Overviews and AI Mode both cite local businesses in almost opposite ways. – AI Optimization is different for each.

ChatGPT’s Local Results Aren’t Coming From Foursquare (And Probably Never Really Were)

Ben Fisher · August 21, 2026 ·

ChatGPT’s local results are not coming from Foursquare And they may never have been—not in the broad way the industry claim suggests For more than a year, local SEO articles and posts have repeated the same number: 60–70% of ChatGPT’s local results come from Foursquare city-guide listings. I traced …

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AI Search Local Search Citation Ledger – Methodology & Study Design – How Consistent ChatGPT and Gemini Are

Ben Fisher · August 6, 2026 ·

Citation Ledger methodology How the citation data is collected, classified, compared, and audited. This page documents the decisions behind the numbers and the places where the data remains incomplete. DashboardGrounding DriftRaw DataGemini vs. ChatGPTMethodologyWhat Changed Current wave: 1,500 …

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Gemini vs. ChatGPT Local Search Citations Compared – What Sources are Used and How Consistent Are They

Ben Fisher · August 6, 2026 ·

DashboardGrounding DriftRaw DataGemini vs. ChatGPTMethodologyWhat Changed THE CITATION LEDGER · UPDATED SEPTEMBER 9, 2026 Gemini and ChatGPT barely cite the same sources Ask both engines the same local-business question and the answers may sound similar. The source lists are not. We matched 1,500 …

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