Real ChatGPT answer · index seednxsMaZizmBMcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which analytics platforms currently offer the most accurate tracking for brand sentiment and visibility inside generative AI answers for enterprise clients
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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 accurate tracking for brand sentiment and visibility inside generative AI answers for enterprise clients
2 real searches · 1 real-search pass
enterprise generative engine optimization analytics platform brand visibility sentiment tracking Profound Scrunch AI Peec AI 2026Google ↗
OBSERVEDOther / navigational
AI search visibility monitoring enterprise platform sentiment share of voice citation tracking BrightEdge Conductor Semrush 2026Google ↗
OBSERVEDConsequence
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)
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 platform brand visibility sentiment tracking Profound Scrunch AI Peec AI 2026 Google ↗
AI search visibility monitoring enterprise platform sentiment share of voice citation tracking BrightEdge Conductor Semrush 2026 Google ↗
- Best Generative Engine Optimization Tools (2026) · byalkali.com
- AI Visibility Methodology Transparency · machinerelations.ai
- AI Search Performance · conductor.helpjuice.com
- The Best AI Visibility Platforms: Evaluation Guide · conductor.com
- Scrunch | AEO and GEO tools: How to choose an AI search visibility platform · scrunch.com
- Comparing Enterprise GEO Platforms: Profound, Peec AI and Scrunch AI · launchmind.io
- AI Visibility Tools Compared (2026) - Profound, AthenaHQ, Otterly, Peec, Goodie, Writesonic, Ahrefs Brand Radar, Rankscale, Rankshift, Hikoo, SE Visible, DataDab · datadab.com
- The Best AI Visibility Tracking Tools in 2026 (Compared) · getrefine.ai
- Profound website · tryprofound.com
- Conductor website · conductor.com
- AI Visibility Metrics · semrush.com
- Get your brand recommended by AI · semrush.com
- Scrunch website · scrunch.com
- Peec AI website · peec.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
enterprise generative engine optimization analytics platform brand visibility sentiment tracking Profound Scrunch AI Peec AI 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AI search visibility monitoring enterprise platform sentiment share of voice citation tracking BrightEdge Conductor Semrush 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |