NBFS field notes
NBFS field notes
Make your store easy for AI to understand. See what's wrong. Fix it fast. More customers find you.
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Collected facts
Your customers ask AI about products before they buy. Sentaiment shows you exactly what ChatGPT, Claude, Gemini, and Perplexity tell them about your store. Generates and installs your llms.txt file to help AI find and understand your products. This simple file tells AI models what your store is about. Coming soon: Page Analyzer checks any page and shows you what to fix. Monitor tracks how AI perceives you over time. Suggested Actions gives you prioritized fixes with clear next steps. US-based su
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.