Real ChatGPT answer · index seedLCBxSPzLPVAcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What metrics actually matter when measuring success in AI answer engine optimization compared to standard organic search traffic
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What metrics actually matter when measuring success in AI answer engine optimization compared to standard organic search traffic
1 real search · 1 real-search pass
AI answer engine optimization measurement metrics citations share of voice referral traffic conversions organic search comparison 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
AI answer engine optimization measurement metrics citations share of voice referral traffic conversions organic search comparison 2026 Google ↗
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