Real ChatGPT answer · index seedi7S5TwL9yV0completeMarketing and advertising · AI search and generative engine optimizationcomparison

Which brand mention tracking in AI tools actually catches unlinked citations accurately so I can report on our share of voice by this afternoon?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which brand mention tracking in AI tools actually catches unlinked citations accurately so I can report on our share of voice by this afternoon?
4 real searches · 1 real-search pass
2026 AI brand monitoring tools unlinked brand mentions AI answers share of voice Profound Peec Otterly Ahrefs Brand RadarGoogle ↗
OBSERVEDOther / navigational
Profound AI visibility platform brand mentions share of voice citations competitor tracking methodologyGoogle ↗
OBSERVEDComparison
Peec AI brand mentions unlinked citations share of voice platform featuresGoogle ↗
OBSERVEDOther / navigational
Otterly AI brand monitoring mentions citations share of voice features 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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 AI brand monitoring tools unlinked brand mentions AI answers share of voice Profound Peec Otterly Ahrefs Brand Radar Google ↗
Profound AI visibility platform brand mentions share of voice citations competitor tracking methodology Google ↗
Peec AI brand mentions unlinked citations share of voice platform features Google ↗
Otterly AI brand monitoring mentions citations share of voice features 2026 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AI brand monitoring tools unlinked brand mentions AI answers share of voice Profound Peec Otterly Ahrefs Brand Radar
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Profound AI visibility platform brand mentions share of voice citations competitor tracking methodology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Peec AI brand mentions unlinked citations share of voice platform features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Otterly AI brand monitoring mentions citations share of voice features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1