NBFS field notes
NBFS field notes
Win on AI search — get recommended by ChatGPT, Perplexity, Claude and Google AI.
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Collected facts
Your products already show up in AI answers on ChatGPT, Perplexity, Claude and Google AI — but you can't tell if they're recommended, or why not. BestFeed AI scores each product's AI visibility (0–100) across six dimensions: identity, attributes, intent & use-case, FAQ, authority and freshness. It then generates ready-to-use copy for titles, SEO, tags and metafields, previews every change as a diff, and syncs to Shopify with one click — without modifying inventory or SKU.
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.