Real ChatGPT answer · index seedtyeN9kJe8VYcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

Which enterprise marketing tools provide the best analytics for measuring return on investment from AI search visibility and generative engine optimization?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which enterprise marketing tools provide the best analytics for measuring return on investment from AI search visibility and generative engine optimization?
2 real searches · 1 real-search pass
enterprise generative engine optimization analytics platforms ROI AI search visibility Profound Scrunch Peec AI Semrush 2026Google ↗
OBSERVEDConsequence
enterprise SEO platforms AI search visibility analytics Conductor BrightEdge Adobe GA4 attribution 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%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
enterprise generative engine optimization analytics platforms ROI AI search visibility Profound Scrunch Peec AI Semrush 2026 Google ↗
enterprise SEO platforms AI search visibility analytics Conductor BrightEdge Adobe GA4 attribution 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
enterprise generative engine optimization analytics platforms ROI AI search visibility Profound Scrunch Peec AI Semrush 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
enterprise SEO platforms AI search visibility analytics Conductor BrightEdge Adobe GA4 attribution 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1