Real ChatGPT answer · index seed1RLkjuYwQrAcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which marketing agencies currently have the highest rated track records for helping legacy brick and mortar stores transition into the age of AI-driven search engines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which marketing agencies currently have the highest rated track records for helping legacy brick and mortar stores transition into the age of AI-driven search engines?
3 real searches · 1 real-search pass
leading agencies AI search optimization GEO AEO local businesses retail case studies 2026Google ↗
OBSERVEDReason
best marketing agencies generative engine optimization GEO AI search optimization local SEO multi-location retail case studies reviews 2026Google ↗
OBSERVEDReason
top rated local SEO agencies retail multi-location businesses reviews Clutch 2026 AI search optimizationGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
leading agencies AI search optimization GEO AEO local businesses retail case studies 2026 Google ↗
best marketing agencies generative engine optimization GEO AI search optimization local SEO multi-location retail case studies reviews 2026 Google ↗
top rated local SEO agencies retail multi-location businesses reviews Clutch 2026 AI search optimization Google ↗
- Kitchen Equipment Brand Strengthens AI Search Visibility With GEO · interodigital.com
- AEO and GEO Agencies with Documented Results: What The Shortlist Report Finds · shortlistreport.com
- Elite AEO | find the best AEO and top GEO expert consultants to hire | USA / Canada / EU / LATAM / APAC · eliteaeo.ai
- interodigital.com · interodigital.com
- Retail AI SEO Agency · fuelonline.com
- fuelonline.com · fuelonline.com
- Best AEO Agencies for AI Search Visibility in 2026 · topratedplaces.ai
- sillydino.com · sillydino.com
- loopexdigital.com · loopexdigital.com
- The Top GEO & AEO Agencies of 2026 · ranktracker.com
- The Top GEO Agencies of 2026 · firstpagesage.com
- firstpagesage.com · firstpagesage.com
- The Best Generative Engine Optimization (GEO/AEO) Agencies In The US · marketinginsidergroup.com
- The 10 Best Local SEO Agencies for Small and Mid-Sized Businesses in 2026 · namescastle.com
- ignitevisibility.com · ignitevisibility.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
leading agencies AI search optimization GEO AEO local businesses retail case studies 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
best marketing agencies generative engine optimization GEO AI search optimization local SEO multi-location retail case studies reviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
top rated local SEO agencies retail multi-location businesses reviews Clutch 2026 AI search optimization OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |