Cut wasted spend
See early which content and message actually convert and which just collect likes. Stop repeating low-performing collaborations.
For brands
Measure ROI from comment-level sentiment and industry benchmarks — not screenshots.
Campaign report
Örnekbrand_awareness
Why it pays off
See early which content and message actually convert and which just collect likes. Stop repeating low-performing collaborations.
End every campaign with an objective score and sector benchmark in hand. Answer 'did this work?' to your boss or client with proof, not a screenshot.
Every report tells you what to change next time. Repeatable messages and themes to fix are explicit; your budget works harder over time.
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 |
| Quick ad-hoc report | Instant lightweight analysis from any campaign URL | Not available |
| Action-plan suggestion | Every report says what to change next campaign | 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.
Quick Analysis
Without setting up a full campaign flow, paste the URL of any published campaign post and get an instant, surface-level read on comment sentiment and engagement quality. Use the content-approval flow for the deep report; this is enough for a quick pulse.
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
Below: crops from an anonymized, representative campaign report — the objective performance scorecard, campaign fit & data reliability, and comment-level sentiment breakdown. On a demo call we walk through every layer together, live.
Campaign report
Örnek
FAQ
Every comment is read and classified one by one — no bulk estimation. The scoring formula, sentiment categories, and the source of each benchmark norm are shown openly inside the report — no black-box score.
Instagram and YouTube. Public comments and performance metrics are pulled only via the platforms' official APIs, within the permissions you grant.
Once content is approved and published, comment analysis is triggered automatically. When it completes, the report is ready in your dashboard — no manual step required.
We request only the read-only permissions needed to build your analytics. We don't sell the data, use it for ads, or share it beyond the brand running the campaign. Details are in our privacy policy.
No. Payment runs directly between the brand and the influencer. The platform handles discovery, invitations, content delivery and the campaign report; it doesn't intermediate the payment flow.
Yes. It's a monthly subscription; if you cancel, it stays active until the end of the current billing period and you aren't billed for the next one.
Demo
Fill out the form — we'll be in touch within one business day.