Real ChatGPT answer · index seed69dpxVcKLX8completeMarketing and advertising · AI search and generative engine optimizationinformational
What tools do enterprise marketing teams use to measure brand sentiment inside ChatGPT responses compared to traditional media monitoring?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools do enterprise marketing teams use to measure brand sentiment inside ChatGPT responses compared to traditional media monitoring?
2 real searches · 1 real-search pass
enterprise AI visibility monitoring tools ChatGPT brand mentions sentiment GEO platforms Profound Peec AI Otterly Scrunch 2026Google ↗
OBSERVEDOther / navigational
traditional enterprise media monitoring platforms Meltwater Cision Brandwatch Talkwalker sentiment analysis capabilitiesGoogle ↗
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 (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 AI visibility monitoring tools ChatGPT brand mentions sentiment GEO platforms Profound Peec AI Otterly Scrunch 2026 Google ↗
traditional enterprise media monitoring platforms Meltwater Cision Brandwatch Talkwalker sentiment analysis capabilities Google ↗
- Profound · tryprofound.com
- Peec AI · peec.ai
- AthenaHQ · athenahq.ai
- Otterly.AI · otterly.ai
- Scrunch · scrunch.com
- Cision · cision.com
- Cision Adds AI Search Visibility to CisionOne, Helping PR Teams Track How Brands Appear in AI Answers · cision.com
- Earned, Owned & Paid Media Measurement Platform · meltwater.com
- Media Monitoring & Analysis · meltwater.com
- Meltwater · meltwater.com
- Brandwatch · brandwatch.com
- Talkwalker · talkwalker.com
- Best Sentiment Analysis Tools for PR & Marketing 2026 · meltwater.com
- Enterprise Consumer Research Platform · brandwatch.com
- Media Monitoring by Talkwalker · talkwalker.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
enterprise AI visibility monitoring tools ChatGPT brand mentions sentiment GEO platforms Profound Peec AI Otterly Scrunch 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
traditional enterprise media monitoring platforms Meltwater Cision Brandwatch Talkwalker sentiment analysis capabilities OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |