Real ChatGPT answer · index seedpNTDyP2KjPccompleteMarketing and advertising · AI search and generative engine optimizationcomparison

What is the exact workflow to audit our site for AI overview ranking factors before our product launch campaign kicks off tomorrow?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the exact workflow to audit our site for AI overview ranking factors before our product launch campaign kicks off tomorrow?
2 real searches · 1 real-search pass
Google Search Central AI features and your website AI Overviews guidance structured data crawling eligibility 2026Google ↗
OBSERVEDOther / navigational
Google Search Central product structured data merchant listings product snippets documentation 2026Google ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
Google Search Central AI features and your website AI Overviews guidance structured data crawling eligibility 2026 Google ↗
Google Search Central product structured data merchant listings product snippets documentation 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central AI features and your website AI Overviews guidance structured data crawling eligibility 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central product structured data merchant listings product snippets documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1