Revenue-ranked feedback
Every complaint, priced. See the MRR at risk behind each theme.
Fervid turns every ticket, chat, and survey into themes ranked by MRR at risk, then recommends the fix. No manual tagging.
Works with

Product
See the dollars behind every theme
Themes ranked by revenue at risk, with the recommended fix attached
Total Feedback
2,164
86 themes identified
Source Origins
MRR at Risk
$47k
from bug-reporting customers
Overall Sentiment
Most Talked About
What to Build Next
Prioritized by revenue impact
Real dashboard. Real insights. No demo account required to get started.
How it works
Connect your tools. Get your revenue-ranked themes before standup.
No tagging, no spreadsheets, no two-week report cycles.
01
Connect in one click
OAuth into Intercom, Zendesk, HubSpot, or Slack. Conversations sync automatically.
02
AI does the analysis
Every message classified by topic, sentiment, urgency, and revenue impact. No manual tagging.
03
Act on what matters
Weekly digests and spike alerts with root cause analysis, not just theme clusters.
Features
Everything you need to fix the right thing first
From raw tickets to a revenue-ranked priority list, plus the 20 hours a week you get back
Revenue-weighted priorities
See what your highest-MRR customers care about, not just vote counts.
Weekly digest
Top themes and churn signals delivered before sprint planning. No report building required.
Spike alerts
Topic jumps 3x in 24h? You know immediately, not 2 weeks later.
Evidence briefs
Stakeholder-ready summaries with customer quotes and revenue data. No more copy-pasting from spreadsheets.
AI you can trust
Every insight grounded in real customer quotes. Root cause analysis that cites evidence, never hallucinates.
Always in sync
New conversations analyzed automatically. No manual tagging, ever.
Pricing
A fraction of enterprise feedback tools. Live in an afternoon.
Billed annually
Growth
Full intelligence suite
- 1,000 items/month
- 10 projects
- 5 integrations
- Weekly digests & spike alerts
- Natural language queries
- MCP / Claude Code integration
- Jira integration
FAQ
Get started
Find out what your feedback is costing you
Connect your tools and see the revenue at risk before your next standup.
See your revenue at risk