NBFS field notes
NBFS field notes
Collect product reviews with AI-powered moderation, Q&A, and actionable sentiment insights.
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Collected facts
Pearlily collects product reviews automatically after every order, then uses AI to moderate them by approving genuine feedback, flagging borderline content, and hiding spam. No manual work required. Beyond moderation, Pearlily analyzes what customers actually say. Sentiment scores, top praise, and complaints are surfaced for every product so you know what to fix and what to keep. Q&A lets customers ask questions directly on product pages. You answer from your admin, or let other customers help.
Structured evaluations
Rate only the dimensions you experienced. Use N/A when an axis does not apply.
Evaluations are read-only after graduation or archival.
| Metric | Median | Responses | Distribution 1→5 |
|---|---|---|---|
| Setup & Ease of Use | — | 0 | 0 / 0 / 0 / 0 / 0 |
| UX/UI | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Listing Accuracy | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Reliability & Performance | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Support | — | 0 | 0 / 0 / 0 / 0 / 0 |
| Value for Money | — | 0 | 0 / 0 / 0 / 0 / 0 |
No self-reported evaluation profiles yet.
Official listing images



From the developer
Developer content stays separate from collected facts and user evaluations.
Discussions · 0
Discussions are read-only after graduation or archival.
External NBFS sticker
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.