Real ChatGPT answer · index seednbjmJWfFoMUcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How can I test whether my brand name is recognized by major AI search models when people ask for industry recommendations?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I test whether my brand name is recognized by major AI search models when people ask for industry recommendations?
1 real search · 1 real-search pass
AI brand visibility tracking generative engine optimization measurement methodology ChatGPT Perplexity Gemini 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AI brand visibility tracking generative engine optimization measurement methodology ChatGPT Perplexity Gemini 2026 Google ↗
- Visit Profound · tryprofound.com
- Visit Peec AI · peec.ai
- Visit Otterly.AI · otterly.ai
- Visit Measure · measure.co
- AI visibility tracking for ChatGPT and more · measure.co
- How We Measure AI Visibility · generaldataworks.com
- How We Measure AI Search Visibility · searchintel.tech
- How to Measure AI Visibility (Honestly) · prisol.org
- GEO starts with the question, not the answer · axios.com