...every piece, properly told x
How It Works
From wardrobe to marketplace in four steps.
Upload your photos. Patina classifies every image, extracts every attribute, researches the brand, writes the description, and formats it for every marketplace.
01
Classify
The moment your images land, Patina classifies each one: hero shot, brand label, care label, detail, defect. It assigns roles, scores the evidence quality, and flags if key shots are missing. A product with a clear hero, readable label, and detail shots scores highest and gets the richest enrichment.
This isn't uploading to a folder. It's building an evidence set for everything that follows.
What Patina sees
Image 2 → Brand Label (Stone Island compass badge)
Image 3 → Care Label (composition, country, size)
Image 4 → Detail (zip closure, pocket construction)
Image 5 → Label (serial number, article code)
Evidence score: 92/100
02
Extract
From those classified images, Patina extracts structured product data. Brand, model, materials, colour, sizing, closure type, condition, over forty attributes pulled directly from what's visible in the photographs.
Condition is assessed systematically: pilling, fading, marks, sole wear, each graded from "None" to "Heavy". The condition narrative writes itself from these structured fields.
Extracted attributes
Category: Gilet
Primary material: Nylon
Colour: Khaki green
Size: XXL
Closure: Full zip
Condition: Excellent. Pilling: None, Fading: None, Marks: None
Country: Italy
03
Enrich
Extraction tells you what's in the photos. Enrichment adds what buyers want to know. Patina researches the brand, identifies the product line, and adds the context that makes a listing sell.
This is the step that separates a good listing from a great one. A seller might know the brand. Patina adds the context.
Enriched context
Era: 2010s
Department: Men
04
Compose & List
Everything Patina knows flows into a single premium description. Product facts, brand context, provenance, and construction composed into one flowing description. Titles are composed from attributes with character limits handled automatically for each marketplace.
Your listing goes live on the Patina marketplace. Buyers find your products alongside every other seller's inventory, all graded to the same standard. Export to other marketplaces is coming soon.
The Output
What your listing looks like.
From five photos to this, in under a minute, with no typing.
Vinted Title (55/100 characters)
EUC Stone Island Khaki Green Quilted Gilet XXL
Description
Lightweight quilted gilet with full zip, stand-up collar, and the compass badge on the left chest. Stone Island has been at the forefront of textile research since Massimo Osti founded the brand in Bologna in 1982, and that obsession with materials shows in the nylon construction throughout. Crafted in Italy. Two zip side pockets, elasticated hem. Size XXL.
Excellent condition, barely worn, no signs of wear throughout. No pilling, no fading, no marks or stains.
Check out my other items for more Stone Island and similar styles.
Multi-marketplace export is coming soon. For now, listings are composed for the Patina marketplace. Export to eBay, Vinted, and Depop is on the roadmap.
Your Settings
Patina writes. You decide what's included.
Every element of the composed output is controlled by a toggle. Turn off brand context and Patina rewrites without heritage detail. Turn off condition tags and they vanish from titles instantly. Turn on measurements and they appear in the footer. Your settings, your listings.
Seller Workflow
The full journey, step by step.
From uploading your first photo to tracking your sale. Every stage of the Patina workflow, with tips at each step.
Upload Images
Upload your product photos. The more angles the better — hero shot, label, detail shots. Patina AI will analyse these automatically.
- Minimum 3 photos.
- Always include the care label and size label.
- Natural light where possible.
AI Enrichment
Patina analyses your images and fills in brand, category, condition, size, material, colour and RRP. This takes 30–60 seconds.
- Check the grade score — aim for 80%+.
- Edit any attributes that look wrong before publishing.
Studio Images
Patina generates professional AI studio images from your photos. The Packshot (Slot 0) is used as the hero image across all marketplaces.
- Regenerate if the result doesn't look right.
- The hero image is what buyers see first.
Publish
Click Publish to make the product live on the Patina storefront and unlock marketplace listing.
Enrichment must be complete and at least 1 image must exist.
List on Marketplaces
Each marketplace gets a tailored title and description automatically composed from your product data.
- eBay:List automatically with one click.
- Vinted, Depop, Grailed, Vestiaire, StockX:Copy the composed listing and paste it manually. Tick Listed when done.
- Each marketplace gets a tailored title and description automatically composed from your product data.
Manage Pricing
Products listed for 28+ days without a sale are flagged for repricing. Review suggested price reductions in the Repricing section.
- 28 days:-10% reduction
- 42 days:-15% reduction
- 56 days:-20% reduction
Mark as Sold
When something sells, mark it as sold on the channel it sold on. eBay sales are detected automatically via webhook.
- All other marketplace listings are ended on sale.
- Product moves to Orders.
Orders
All sold products appear in Orders with sale price, cost, profit, days to sell, and channel. Use this to understand what sells best and where.
Ready to see it in action?
Start with your first product. Upload the photos, and watch the pipeline work.
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