Real ChatGPT answer · index seedZRMgnFDI8TocompleteMarketing and advertising · AI search and generative engine optimizationcommercial
can you list the top rated generative engine optimization consultants who specialize in helping retail brands improve their AI visibility
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can you list the top rated generative engine optimization consultants who specialize in helping retail brands improve their AI 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). 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
top generative engine optimization GEO consultants agencies retail ecommerce brands AI visibility case studies reviews Google ↗
generative engine optimization agency retail ecommerce AI search visibility consultant reviews Google ↗
- Go Fish Digital · gofishdigital.com
- Tinuiti · tinuiti.com
- Wpromote · wpromote.com
- Siege Media · siegemedia.com
- Power Digital · powerdigitalmarketing.com
- Charle · charleagency.com
- First Page Sage · firstpagesage.com
- Genevate · genevate.co
- Top Generative Engine Optimization (GEO) Agencies and Thought Leaders for eCommerce Brands · gofishdigital.com
- The Top eCommerce GEO/AEO Agencies of 2026 · firstpagesage.com
- 5 Best GEO Marketing Agencies in 2026 (Ranked by AI Search Results) · retailhub.co
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
top generative engine optimization GEO consultants agencies retail ecommerce brands AI visibility case studies reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative engine optimization agency retail ecommerce AI search visibility consultant reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |