Real ChatGPT answer · index seedMiEzI1zEqAQcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which AI search optimization consultants specialize in recovering lost organic visibility caused by conversational search engines summarizing transactional queries?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which AI search optimization consultants specialize in recovering lost organic visibility caused by conversational search engines summarizing transactional queries?
2 real searches · 1 real-search pass
consultants agencies recover organic traffic Google AI Overviews transactional ecommerce queries AI search optimization GEO SEO case studies 2026Google ↗
OBSERVEDReason
AI search optimization consultants ecommerce transactional intent organic visibility recovery conversational search engines agencyGoogle ↗
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 (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
consultants agencies recover organic traffic Google AI Overviews transactional ecommerce queries AI search optimization GEO SEO case studies 2026 Google ↗
AI search optimization consultants ecommerce transactional intent organic visibility recovery conversational search engines agency Google ↗
- Case Studies: SEO & GEO Client Results · kernmedia.com
- eCommerce SEO, AEO & GEO for Online Stores · kernmedia.com
- Dan Kern: SEO, AEO & GEO Consultant · kernmedia.com
- Kern Media · kernmedia.com
- GEO & AI Search Case Studies for Shopify Plus · fironmarketing.com
- GEO Strategy Leads To Soaring SERP Feature Ownership for a Leading Financial Advisory Company · brafton.com
- Brafton · brafton.com
- AI search visibility for a KYC leader · productiveshop.com
- Productive Shop · productiveshop.com
- How MAAI grew Anglo Pacific's organic clicks 53% through a combined SEO, AEO, and GEO strategy | Case study · maai.agency
- MAAI · maai.agency
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consultants agencies recover organic traffic Google AI Overviews transactional ecommerce queries AI search optimization GEO SEO case studies 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AI search optimization consultants ecommerce transactional intent organic visibility recovery conversational search engines agency OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |