Real ChatGPT answer · index seedysZTMgxF9V4completeMarketing and advertising · AI search and generative engine optimizationcommercial

What specific metrics should I include in a marketing report about AI search visibility for a B2B tech startup?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific metrics should I include in a marketing report about AI search visibility for a B2B tech startup?
2 real searches · 1 real-search pass
B2B AI search visibility metrics generative engine optimization measurement share of voice citations prompt tracking 2026Google ↗
OBSERVEDReason
Google AI features website traffic measurement Search Console AI Overviews 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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
B2B AI search visibility metrics generative engine optimization measurement share of voice citations prompt tracking 2026 Google ↗
Google AI features website traffic measurement Search Console AI Overviews documentation 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
B2B AI search visibility metrics generative engine optimization measurement share of voice citations prompt tracking 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google AI features website traffic measurement Search Console AI Overviews documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1