Straight to the Source
Every theme opens to the insights and the exact customer words behind them, with sentiment and source attached.
| Theme Name | Total Theme Insights | Last Insight Date | Sentiment Breakdown |
|---|---|---|---|
| Onboarding Experience | 212 | Sep 24th | |
| Reporting & Analytics | 184 | Sep 25th | |
| Integrations | 141 | Sep 25th | |
| Pricing & Plans | 96 | Sep 22nd | |
| Mobile App | 88 | Sep 19th |
Interviews, tickets, Slack, NPS, sales calls. I pull out every insight, sort it into the themes you already track, and start a new one the moment customers bring up something new.
Every theme opens to the insights and the exact customer words behind them, with sentiment and source attached.
Include or exclude a segment and I re-count every theme around those customers. Enterprise and self-serve rarely hurt the same way.
Subthemes show what's trending, what's turning negative, and what changed suddenly. I refresh them every week.
When a subtheme starts surging, I don't wait for the quarterly review. I turn it into a ranked opportunity with the evidence already attached.
| Subtheme | Insights | Trend | Sentiment Breakdown |
|---|---|---|---|
| Invite approval stalls first-run | 46 | ↑ 38% | 4 · 6 · 36 |
| Second admin repeats setup | 31 | ↑ 22% | 3 · 7 · 21 |
| Unclear plan limits in setup | 24 | ↓ 4% | 5 · 9 · 10 |
Your agents will not miss any of the customer & product context. Anything you can see in the UI can be accessed from the MCP and API.
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