NBFS field notes
NBFS field notes
Shoppers ask AI what to buy. See your included AI Readiness Score and fix what it cannot read.
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Collected facts
AIReadinessAIQ measures how well AI shopping assistants can read your products and fixes what they cannot. Get an AI Readiness Score per product, then use AI to generate clearer titles, descriptions, alt text, meta tags, and FAQs from your own data. You review and edit every suggestion before it saves. Designed to help ChatGPT, Gemini, and similar assistants understand your catalog.
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.