Real ChatGPT answer · index seedzZrOyfGtEnIcompleteMarketing and advertising · AI search and generative engine optimizationinformational
Why are my branded keywords dropping in AI search results and what can my roofing company do to reclaim that visibility?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are my branded keywords dropping in AI search results and what can my roofing company do to reclaim that visibility?
2 real searches · 1 real-search pass
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). 2 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 visibility branded queries Google AI Overviews ChatGPT local businesses SEO brand mentions ranking factors Google ↗
roofing contractor local SEO AI search visibility entity authority reviews structured data recommendations Google ↗
- Top Brand Visibility Factors in ChatGPT, AI Mode, and AI Overviews (75k Brands Studied) · ahrefs.com
- Answer engine visibility: The playbook for marketers · blog.hubspot.com
- Study: AI local search data · brightlocal.com
- AI local visibility is up to 30x harder than ranking in Google: Report · searchengineland.com
- Measuring zero-click search: Visibility-first SEO for AI results · searchengineland.com
- AI Brand Visibility: How to Measure and Improve It · searchable.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AI search visibility branded queries Google AI Overviews ChatGPT local businesses SEO brand mentions ranking factors OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
roofing contractor local SEO AI search visibility entity authority reviews structured data recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |