Use cases
Opinion analysis for teams who need more than sentiment.
Built for the moment when comments stop being noise and start becoming evidence.
Client reports, competitor reads, creative validation
Agencies
Win client pitches with audience data they can't get from a sentiment report. Show which argument won the room, not just whether the room was angry.
Issues monitoring, message testing, crisis response
PR and comms
Know if the backlash is real or just loud before deciding how to respond. Spot which narrative is gaining traction before it becomes the headline.
Content planning, audience research, community reads
Creators
Post with confidence. See what your audience actually believes — not just how they reacted — before you decide what to say next.
Opinion coding, qualitative research, export workflows
Researchers
Turn public comment sections into structured stance datasets. Every classification comes with the original comment and AI reasoning you can cite.
Common workflow
From public reaction to shareable report.
Works for a single post or a full profile. Export the result as CSV or PDF.
01 / Paste or upload public comments
02 / Classify stance and engagement weight
03 / Review narratives and quote evidence
04 / Export or share the report
See what your audience actually believes.
Run your first analysis from £1. No commitment needed.
Get startedFrom £1/analysis · Cancel anytime