Real ChatGPT answer · index seedxWRtmSjWxlQcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What tools are available right now that actually measure generative engine visibility and AI search rankings rather than traditional keyword positions

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What tools are available right now that actually measure generative engine visibility and AI search rankings rather than traditional keyword positions
3 real searches · 1 real-search pass
2026 best generative engine optimization GEO AI search visibility tracking platforms Profound Peec AI Otterly Scrunch AthenaHQ featuresGoogle ↗
OBSERVEDComparison
Semrush AI Visibility Toolkit Ahrefs Brand Radar AI search monitoring features 2026Google ↗
OBSERVEDOther / navigational
AI search visibility tracking tools methodology prompt tracking citation share of voice ChatGPT Perplexity Google AI Overviews 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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 best generative engine optimization GEO AI search visibility tracking platforms Profound Peec AI Otterly Scrunch AthenaHQ features Google ↗
Semrush AI Visibility Toolkit Ahrefs Brand Radar AI search monitoring features 2026 Google ↗
AI search visibility tracking tools methodology prompt tracking citation share of voice ChatGPT Perplexity Google AI Overviews 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best generative engine optimization GEO AI search visibility tracking platforms Profound Peec AI Otterly Scrunch AthenaHQ features
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush AI Visibility Toolkit Ahrefs Brand Radar AI search monitoring features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AI search visibility tracking tools methodology prompt tracking citation share of voice ChatGPT Perplexity Google AI Overviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1