Real ChatGPT answer · index seedQpb9KMCyypUcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which analytics platforms currently offer the most reliable share of voice tracking for multi-engine generative search results in the US market?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which analytics platforms currently offer the most reliable share of voice tracking for multi-engine generative search results in the US market?
1 real search · 1 real-search pass
2026 generative engine optimization AI search visibility share of voice tracking platforms Profound Peec AI Scrunch Otterly Semrush comparison US multi-engine accuracyGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 generative engine optimization AI search visibility share of voice tracking platforms Profound Peec AI Scrunch Otterly Semrush comparison US multi-engine accuracy Google ↗
- AI Search Visibility Platforms: Benchmark · benchlinereports.com
- Generative Engine Optimization Software: 2026 Vendor Comparison Report · proofmap.com
- 5W Gets You in the Chatbox: 30.3% AI Visibility, #1 in PR · 5wpr.com
- Best AI search monitoring tools for 2026 · technologyadvice.com
- Peec AI · peec.ai
- AI Search Analytics: Track Mentions & Citations · otterly.ai
- What platforms does Scrunch monitor? · helpcenter.scrunchai.com
- SOV Tracker Methodology | AI Share of Voice & Discovery Visibility · sovtracker.com
Queries
1 queries · click a column to sort