NBFS field notes
NBFS field notes
3-in-1 automated product categorization, colour matching and description generation.
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Collected facts
ProdLab automatically manages your product data in Shopify. It categorizes products, detects and assigns colors based on product images, and generates descriptions in your brand's tone. The result: accurate store filters, correct Google Shopping categories, and product pages ready for customers the moment they go live. Configure your settings once, sync your catalog, and every new product import is handled from then on. No manual tagging or data entry. Scales as your product catalog grows.
Structured evaluations
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| 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.
NBFS sends a 30-minute, one-time link to the public support address collected from the official listing. You cannot enter or replace the address.
Claim unavailable: no public support email was found on the official listing.
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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.