Photograph it. We'll write everything else.
Threadly turns your product photos into titles, descriptions, tags, metafields, and Shopify categories — with one-click human review before anything goes live.
Private beta · Lifetime Pro for the first 20 clothing stores
How it works
From a photo to a fully-filled product, in seconds.
Install in Shopify
One click from the App Store. Threadly reads your products, never your customers.
Pick what to enrich
A single product, a collection, or everything missing a description. Filter by vendor, tag, or date.
Review, then ship
See every change as a clean diff. Approve, edit, or reject — per product, per field. Full undo, always.
Why we built it
Most "bulk editors" weren't built for clothing.
Generic AI writes a description and stops. But clothing is structured data: garment type, fit, neckline, fabric, occasion, season, color family. That structure is what powers your filters, your Shop Channel listing, and Google Shopping — and almost no app fills it from photos.
Threadly was built inside a real apparel store running thousands of SKUs. It understands sleeve length, knows the difference between a tee and a tank, and writes for your brand voice — not a generic template.
What it does
Built for inventory at volume.
Image-first attribute extraction
Vision AI reads color, garment type, fit, fabric, pattern, and occasion straight from your product photos.
Fills every Shopify metafield
Maps extracted attributes to your existing metafield definitions. Auto-creates missing ones with permission.
Standard Product Taxonomy
Picks the right Shopify category leaf so Shop Channel, Search & Discovery, and Google Shopping all work.
Brand voice, not a template
Train Threadly on a few of your best descriptions. Every new one sounds like you wrote it.
Review queue with diffs
Side-by-side before and after, per-field confidence, keyboard shortcuts, bulk approve, and inline edits.
Full undo for 30 days
Every write to Shopify is reversible from the audit log. No more 'oh no, I approved 400 products' moments.
Pricing
Free to try. Pay when you ship at scale.
Free
Try it on your toughest 50 products.
- 50 products / month
- Review queue
- Single product enrichment
Starter
For boutiques with steady inventory.
- 500 products / month
- Bulk enrichment
- Automation off
Pro
Most clothing stores land here.
- 2,500 products / month
- Custom brand voice
- Auto-enrich on new product
- Metafield auto-creation
Scale
Multi-locale & wholesale catalogs.
- 10,000 products / month
- Multi-locale descriptions
- API access
- Audit export
Billed through Shopify. Cancel from your Shopify admin anytime.
The private beta is open to 20 clothing stores.
Lifetime Pro for everyone who helps shape it. We want messy real-world inventory — vintage, dropshipping, print-on-demand, boutique.