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Original analysis from AI Verified editors. When we use another publisher’s reporting, we quote it, name the publication, and link the source.
llms.txt
10 September 2026 — Search Engine Journal is counting mentions. Mentions are not a verified identity file.
What Finextra still has to separate
9 September 2026 — Finextra is counting mentions. Mentions are not a verified identity file.
What Natlawreview still has to separate
8 September 2026 — Natlawreview is counting mentions. Mentions are not a verified identity file.
808f1faa 785f 43a4 a733 187d2e5b2d4d
7 September 2026 — Ft is counting mentions. Mentions are not a verified identity file.
5 best geo agencies for improving ai search visibility
6 September 2026 — Programminginsider is counting mentions. Mentions are not a verified identity file.
llms.txt
5 September 2026 — Search Engine Journal is counting mentions. Mentions are not a verified identity file.
What PR Newswire still has to separate
4 September 2026 — PR Newswire is counting mentions. Mentions are not a verified identity file.
Agents pick a vendor from thin context. That is the hole.
3 September 2026 — Joe McKendrick in Forbes reports that AI agents pick products inconsistently when sources are thin. A public name file is not a shopping eng
Reputation is the story. The file is the name.
3 September 2026 — A Forbes Business Council post says digital reputation is now the foundation of search. Reputation is what other pages say. A public identit
Mueller: markdown files are not what the crawlers asked for
3 September 2026 — John Mueller told Search Engine Journal that on his test sites, the only crawlers claiming to accept markdown were SEO tools. A clean public
Inman: AI picks agents from public data. That data is still messy.
3 September 2026 — Bobby Kerr in Inman says AI shortlists come from Google, the website, and mentions. Mentions are retrieval. They are not a verified identity
What Zuhaibrashid still leaves open
2 September 2026 — Pull quote from Zuhaibrashid (“from lighthouse to agentic scores building for ai agents”). Citation volume is not an attested identity file.
The homepage is not the citation
28 August 2026 — Trendos research, reported in Search Engine Journal, shows AI answers citing user-generated pages far more than brand homepages. A homepage
Grounding drift is an identity problem
28 August 2026 — MarTech reports Steady Demand’s finding that Gemini and ChatGPT rarely agree on the same top local business. That is missing identity, not m
Recommendation is not citation
27 August 2026 — Matt G. Southern kept recommendation and citation in two columns. Most AI visibility pitches smash them together. That is the mistake.