Real ChatGPT answer · index seed7YtqZAnGYZ8completeMarketing and advertising · AI search and generative engine optimizationinformational

What specific technical SEO adjustments should my boutique agency make to ensure our product pages are cited properly by ChatGPT and Microsoft Copilot?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific technical SEO adjustments should my boutique agency make to ensure our product pages are cited properly by ChatGPT and Microsoft Copilot?
3 real searches · 1 real-search pass
OpenAI official documentation OAI-SearchBot crawler robots.txt ChatGPT search publishers citationsGoogle ↗
OBSERVEDOther / navigational
Microsoft official Bing Webmaster Guidelines Copilot search indexing IndexNow structured data product schemaGoogle ↗
OBSERVEDOther / navigational
Google Search Central Product structured data merchant listings variants shipping returns documentationGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
OpenAI official documentation OAI-SearchBot crawler robots.txt ChatGPT search publishers citations Google ↗
Microsoft official Bing Webmaster Guidelines Copilot search indexing IndexNow structured data product schema Google ↗
Google Search Central Product structured data merchant listings variants shipping returns documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI official documentation OAI-SearchBot crawler robots.txt ChatGPT search publishers citations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Microsoft official Bing Webmaster Guidelines Copilot search indexing IndexNow structured data product schema
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central Product structured data merchant listings variants shipping returns documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1