Real ChatGPT answer · index seed3JAwfdMrZxQcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Who are the top rated consultants specializing in AI answer engine optimization for non technical seniors running online stores
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Who are the top rated consultants specializing in AI answer engine optimization for non technical seniors running online stores
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
top rated answer engine optimization AEO GEO consultants ecommerce consultant reviews 2026 Google ↗
generative engine optimization consultant ecommerce Shopify AEO agency case studies reviews Google ↗
- Focus Digital · focus-digital.co
- The Highest-Reviewed GEO & AEO Agencies: An Exhaustive Review · topgeoagencies.net
- The Top eCommerce GEO/AEO Agencies of 2026 · firstpagesage.com
- Coalition Technologies · coalitiontechnologies.com
- Top Shopify SEO Agencies in the United States - Oct 2026 Rankings · clutch.co
- Coalition Technologies Reviews (167), Pricing, Services & Verified Ratings · clutch.co
- Go Fish Digital · gofishdigital.com
- Go Fish Digital: score 47/100, reviews, founders and proofs (2026) · geoagencyindex.com
- Top Generative Engine Optimization (GEO) Agencies and Thought Leaders for eCommerce Brands · gofishdigital.com
- First Page Sage · firstpagesage.com
- The Top eCommerce GEO/AEO Agencies of 2026 · firstpagesage.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
top rated answer engine optimization AEO GEO consultants ecommerce consultant reviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
generative engine optimization consultant ecommerce Shopify AEO agency case studies reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |