Real ChatGPT answer · index seedDOIRy1ERuyMcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Has anyone figured out why our brand name keeps disappearing from AI-generated search results lately and what we can do to fix it this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Has anyone figured out why our brand name keeps disappearing from AI-generated search results lately and what we can do to fix it this year?
2 real searches · 1 real-search pass
2026 AI search brand visibility disappearing from ChatGPT Google AI Overviews causes research brand mentions retrieval citation SEOGoogle ↗
OBSERVEDReason
2026 generative engine optimization brand visibility measurement recommendations primary sources Google Search Central AI features documentationGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 AI search brand visibility disappearing from ChatGPT Google AI Overviews causes research brand mentions retrieval citation SEO Google ↗
2026 generative engine optimization brand visibility measurement recommendations primary sources Google Search Central AI features documentation Google ↗
- Why 62% of AI citations don’t lead to brand mentions [Study] · semrush.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- ChatGPT Rarely Named Some Brands Even When Sources Mentioned Them · searchenginejournal.com
- Brands Are Tracking AI Visibility. Are They Measuring The Right Things? · searchenginejournal.com
- Generative AI performance report (Search) · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI search brand visibility disappearing from ChatGPT Google AI Overviews causes research brand mentions retrieval citation SEO OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 generative engine optimization brand visibility measurement recommendations primary sources Google Search Central AI features documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |