NBFS field notes
NBFS field notes
Optimize your catalog so AI shopping agents can find and recommend your products.
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Collected facts
When someone asks ChatGPT or Perplexity for a product recommendation, your listings need to show up. Most Shopify products aren't built for AI — they're missing the structured data and language that AI agents need. Beaconed scores every product across 12 categories, generates optimized titles, descriptions, meta tags, and alt text, then lets you review and push changes to Shopify with one click. Bulk process your catalog, roll back any change, and track score improvements 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
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.