Real ChatGPT answer · index seed9vZyL99Gs4wcompleteMarketing and advertising · AI search and generative engine optimizationbrand
Can you evaluate the reputation and case studies of the top three boutique agencies specializing exclusively in generative engine optimization?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you evaluate the reputation and case studies of the top three boutique agencies specializing exclusively in generative engine optimization?
3 real searches · 1 real-search pass
boutique agency "generative engine optimization" GEO case study agencyGoogle ↗
OBSERVEDOther / navigational
GEO agency generative engine optimization case studies reputation independent reviewsGoogle ↗
OBSERVEDReason
"Generative Engine Optimization" agency "case study" boutiqueGoogle ↗
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 (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
boutique agency "generative engine optimization" GEO case study agency Google ↗
GEO agency generative engine optimization case studies reputation independent reviews Google ↗
"Generative Engine Optimization" agency "case study" boutique Google ↗
- About Us · genevate.co
- Kalicube GEO / AEO Agency Review · topgeoagencies.net
- The Top GEO Agencies of 2026 · sianamarketing.com
- genevate.co · genevate.co
- Genevate · linkedin.com
- Genevate GEO / AEO Agency Review · topgeoagencies.net
- The Top-Rated GEO & AEO Agencies of 2026 · techbullion.com
- kalicube.com · kalicube.com
- Case Studies · kalicube.com
- How the Kalicube Process Increased Organic Traffic for Merci Facteur by 33% · kalicube.com
- sianamarketing.com · sianamarketing.com
- The Top GEO Agencies of 2026 · firstpagesage.com
- The Best Generative Engine Optimization (GEO) Agencies of 2026 · firstpagesage.com
- firstpagesage.com · firstpagesage.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
boutique agency "generative engine optimization" GEO case study agency OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GEO agency generative engine optimization case studies reputation independent reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
"Generative Engine Optimization" agency "case study" boutique OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |