NBFS field notes
NBFS field notes
Audit product data, find missing fields, and publish safe fixes so products are ready for AI search.
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Collected facts
Tila audits your Shopify catalogue and gives every product a readiness score, showing exactly what's missing — titles, descriptions, product types, tags, variants, barcodes, image alt text and SEO. It then drafts ready-to-edit fixes you review, edit and approve before anything publishes. Suggestions are AI-assisted (powered by Anthropic) and always approved by you. Full before/after history and one-click undo. Tila only changes product fields — never prices, inventory, orders or customers.
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.