NBFS field notes
NBFS field notes
Audits your catalog and scores products 0–100 so AI tools like ChatGPT and Gemini recommend them.
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Collected facts
AI tools like ChatGPT, Gemini, and Perplexity increasingly recommend products directly to shoppers — but only products with clean, structured catalogs get surfaced. Most Shopify stores don't know why they're being skipped. AIFly audits your catalog and scores every product 0–100 across 11 criteria covering taxonomy, attributes, descriptions, and media. You see exactly what's blocking each product from AI discovery, prioritized by severity, with clear fixes you apply in Shopify.
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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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.