Real ChatGPT answer · index seed9PvJOybCXJwcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What are the most reliable tools right now for measuring share of voice inside AI-powered search results for B2B technology brands?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most reliable tools right now for measuring share of voice inside AI-powered search results for B2B technology brands?
2 real searches · 1 real-search pass
AI search visibility monitoring platforms share of voice B2B technology brands 2026 independent reviews Profound Peec AI Scrunch Otterly AhrefsGoogle ↗
OBSERVEDReason
AI search visibility share of voice measurement tools B2B brands 2026 Profound Scrunch Peec AI Otterly Ahrefs Brand Radar features methodologyGoogle ↗
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
AI search visibility monitoring platforms share of voice B2B technology brands 2026 independent reviews Profound Peec AI Scrunch Otterly Ahrefs Google ↗
AI search visibility share of voice measurement tools B2B brands 2026 Profound Scrunch Peec AI Otterly Ahrefs Brand Radar features methodology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI search visibility monitoring platforms share of voice B2B technology brands 2026 independent reviews Profound Peec AI Scrunch Otterly Ahrefs
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AI search visibility share of voice measurement tools B2B brands 2026 Profound Scrunch Peec AI Otterly Ahrefs Brand Radar features methodology
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1