AI enrichment
Supplier files arrive half-empty. Feedwrk measures exactly what each product is missing, proposes the values and copy to fill it, and hands you a review queue - not a black box.
It does not invent specs
Colour, material and size are read from your titles, descriptions and images - never made up.
It does not overwrite your edits
A field you corrected stays corrected. Re-runs skip it unless you ask for a fresh pass.
It does not publish on its own
Every proposal waits in the review queue. Nothing reaches the store before approval.
Gaps first
See what is missing before fixing anything
Every attribute gets a fill rate across the whole catalogue. You see the gap, the number of products behind it, and what Feedwrk proposes to do about each one.
| Attribute | Filled | Missing | Proposed action |
|---|---|---|---|
| Colour | 92% | 593 | Infer from title + image |
| Material | 61% | 2,891 | Infer from description |
| Care instructions | 34% | 4,888 | Draft, then review |
| SEO title | 22% | 5,778 | Generate from name + brand |
| Meta description | 9% | 6,740 | Generate from description |
Measured, not guessed: every count comes from parsing the catalogue, field by field.
Approval, field by field
Supplier text on the left, proposal on the right
Review runs one product at a time. Low-confidence fields are marked, anything you touch is marked as edited, and you can reject a single field without losing the rest. Nothing is written until you approve.
Adana Plaid - Green
4 fields proposed · 12 of 6,102 in the queue
Title
plaid adana green 130x170
Adana Plaid - Green Recycled-Cotton Throw, 130×170 cm
Description
Low confidencesoft plaid. cotton. green.
A soft throw woven from recycled cotton in a natural green tone - finished with a fringe edge and sized to drape a double bed or sofa.
Material
Filled-
80% recycled cotton, 20% polyester
Meta description
Filled-
Adana Plaid in green by Norra Hem. Recycled-cotton throw, 130×170 cm. Free returns.
When a supplier changes their file, affected fields return to the queue instead of quietly going stale - so an enriched catalogue stays true a year later.
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