Compare the top three branding platforms that offer automated customer sentiment analysis so we can track public reaction to our upcoming product pivot.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the top three branding platforms that offer automated customer sentiment analysis so we can track public reaction to our upcoming product pivot.
3 real searches · 1 real-search pass
Brandwatch consumer intelligence sentiment analysis features official social listening AI 2026Google ↗
OBSERVEDOther / navigational
Talkwalker social listening sentiment analysis features official AI image recognition 2026Google ↗
OBSERVEDOther / navigational
Meltwater consumer intelligence sentiment analysis features official social listening 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Brandwatch consumer intelligence sentiment analysis features official social listening AI 2026 Google ↗
Talkwalker social listening sentiment analysis features official AI image recognition 2026 Google ↗
Meltwater consumer intelligence sentiment analysis features official social listening 2026 Google ↗
- Listen | Leading social listening technology · brandwatch.com
- The #1 Consumer Intelligence Platform · brandwatch.com
- Sentiment Analysis · brandwatch.com
- Social Listening by Talkwalker · talkwalker.com
- Talkwalker Social listening that dives deep beneath the surface · talkwalker.com
- Talkwalker Visual and Audio Recognition · talkwalker.com
- Consumer Insights Platform · meltwater.com
- Meltwater · partners.x.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Brandwatch consumer intelligence sentiment analysis features official social listening AI 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Talkwalker social listening sentiment analysis features official AI image recognition 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Meltwater consumer intelligence sentiment analysis features official social listening 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |