Real ChatGPT answer · index seednwMQRUZVoaccompleteMarketing and advertising · AI search and generative engine optimizationcommercial
What metrics actually matter when measuring the success of a generative engine optimization campaign for a regional service provider
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What metrics actually matter when measuring the success of a generative engine optimization campaign for a regional service provider
1 real search · 1 real-search pass
generative engine optimization measurement metrics AI search visibility share of voice citations referral traffic conversion tracking 2026Google ↗
OBSERVEDReason
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
generative engine optimization measurement metrics AI search visibility share of voice citations referral traffic conversion tracking 2026 Google ↗
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- Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023-2026) · arxiv.org