NBFS field notes
NBFS field notes
Make your products visible to ChatGPT, Perplexity & Google AI — scan, fix, and track citations.
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Collected facts
Shoppers now ask AI assistants what to buy. This app shows you how those engines read your store and helps you improve it. Scan your catalog for an AI Visibility Score, fix issues in one click (alt text, SEO meta, AI-drafted descriptions you approve), and publish llms.txt, agents.md, and structured data automatically. Track when Perplexity cites your store for the phrases you care about, check answers against your real catalog, and get weekly reports with one clear next action.
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.