Real ChatGPT answer · index seed2gSomVrxZSccompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Can you find the top recommended agencies that fix technical SEO issues preventing e-commerce sites from appearing in generative shopping answers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you find the top recommended agencies that fix technical SEO issues preventing e-commerce sites from appearing in generative shopping answers?
3 real searches · 1 real-search pass
best ecommerce technical SEO agencies generative engine optimization AI shopping visibility agency case studies 2026Google ↗
OBSERVEDComparison
ecommerce SEO agency technical SEO schema product feeds AI search optimization reviewsGoogle ↗
OBSERVEDReason
generative engine optimization agency ecommerce product discovery ChatGPT shopping technical SEOGoogle ↗
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). 2 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
best ecommerce technical SEO agencies generative engine optimization AI shopping visibility agency case studies 2026 Google ↗
ecommerce SEO agency technical SEO schema product feeds AI search optimization reviews Google ↗
generative engine optimization agency ecommerce product discovery ChatGPT shopping technical SEO Google ↗
- Shopping with ChatGPT Search · help.openai.com
- Product feeds – Agentic Commerce · developers.openai.com
- Get Started – Agentic Commerce · developers.openai.com
- 7 Best AI SEO Agencies for Ecommerce in 2026 · superframeworks.com
- 7 Best AI SEO Agencies for Ecommerce (2026) · listenupih.com
- Top Generative Engine Optimization (GEO) Agencies and Thought Leaders for eCommerce Brands · gofishdigital.com
- Agency website · re-signal.com
- Agency website · elogic.co
- The Best Generative Engine Optimization Agencies [2026 Report] · relevance.com
- Agency website · gofishdigital.com
- Agency website · onely.com
- 10 Best Ecommerce SEO Companies & Agencies (2026) · redseo.io
- Agency website · coalitiontechnologies.com
- Agency website · outerboxdesign.com
- Agency website · siegemedia.com
- Google Merchant Listing structured data documentation · developers.google.com
- OpenAI product feed specifications · developers.openai.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best ecommerce technical SEO agencies generative engine optimization AI shopping visibility agency case studies 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ecommerce SEO agency technical SEO schema product feeds AI search optimization reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative engine optimization agency ecommerce product discovery ChatGPT shopping technical SEO OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |