NBFS field notes
NBFS field notes
Make your products win inside AI shopping agents — score, monitor, and optimize your catalog.
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Collected facts
AI shopping agents (ChatGPT, Copilot, Perplexity, Shop) match on structured attributes, answer-ready copy, and taxonomy — not keyword density. UCP Optimizer gives every product an Agentic Readiness Score, monitors where you rank against competing sellers in the Catalog, and generates grounded attribute and copy suggestions you apply in one click. All writes are reversible. Start with a full agentic audit; upgrade to write optimized data back to your catalog and track your ranking over time.
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
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External NBFS sticker
The SVG updates when this app graduates or is archived. It is a listing marker, not a quality certification.