Real ChatGPT answer · index seedemmK9EZI534completeMarketing and advertising · AI search and generative engine optimizationcommercial
I need to hire a contractor to help us recover from SGE traffic losses where should I look for vetted GEO specialists
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to hire a contractor to help us recover from SGE traffic losses where should I look for vetted GEO specialists
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
vetted generative engine optimization GEO consultants agencies directories Clutch MarketerHire Growth Collective 2026 Google ↗
Google AI Overviews traffic loss SEO recovery generative engine optimization specialist vetting 2026 Google ↗
- Visit MarketerHire · marketerhire.com
- Visit Growth Collective · growthcollective.com
- Top Generative Engine Optimization (GEO) Companies - Oct 2026 Rankings · clutch.co
- Top Generative Engine Optimization (GEO) Agencies in the United States - Nov 2026 Rankings · clutch.co
- Best Generative Engine Optimization Agencies for 2026 · airops.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
vetted generative engine optimization GEO consultants agencies directories Clutch MarketerHire Growth Collective 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI Overviews traffic loss SEO recovery generative engine optimization specialist vetting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |