Per-comment sentiment
Every comment is read one by one. Not just positive / neutral / negative — sub-classified as criticism, praise, question, purchase intent and more.
For brands
Measure ROI from comment-level sentiment and industry benchmarks — not screenshots.
Comparison
| Feature | Vibemetri | Generic marketplace |
|---|---|---|
| Per-comment AI sentiment | Every campaign | Surface-level engagement metrics |
| TR-calibrated indicative norms | Category + TR calibration | Global averages |
| Purchase-intent inference | Comment-level intent score | Not available |
What we measure
An analysis pipeline that runs automatically after every publish. Consolidated into a single campaign report — no scattered dashboards.
Every comment is read one by one. Not just positive / neutral / negative — sub-classified as criticism, praise, question, purchase intent and more.
Signals like 'where's the link', 'just ordered', 'do you have a size chart' are detected and turned into an intent score.
Topics raised in the comments are grouped (fabric quality, shipping time, perceived value). Positive and friction themes surface immediately.
Scoring weights vary by campaign objective (awareness, sales, reputation). The same content can be great for awareness but middling for sales.
Sentiment and themes are compared against TR-calibrated, publicly-sourced indicative industry norms by category and market. Engagement and reach references are computed by follower segment (nano → mega). Not a global average.
The report doesn't stop at 'what happened'; it suggests 'what should change next campaign'. Concrete list of messages to repeat and themes to address.
Supporting tools
Creator discovery and content approval — the infrastructure layer that lets you stay focused on the analysis.
Türkiye-focused profile database; filter by category, location, engagement quality and prior campaign scores.
The creator submits content; you review it against the brief. Approved content triggers the report pipeline automatically.
Sample report
On a demo call we'll walk you through a sample campaign report and the full set of analysis layers, live in the platform.
Demo
Fill out the form — we'll be in touch within one business day.