NBFS field notes
NBFS field notes
See if AI assistants recommend your products, fix what's missing, and prove the visibility lift.
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Collected facts
Shoppers now ask ChatGPT, Gemini and Perplexity what to buy, and they answer from Shopify's Global Catalog. Cited measures whether your products surface for the buying questions that matter and shows where competitors outrank you. It rewrites a product's title, tags and description for how AI retrieves products — applied to your catalog in one click, no theme edits or exports. It then re-measures and shows the before/after movement, and any change can be reverted. All from your Shopify admin.
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 |
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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.