Photos and specs in. Finished listings out, in bulk.
Prefer to talk it through? Book a call
DemandLabs
CosmeticComplyEventAnalytics

WebsiteEtsyeBay
Flat-woven Turkish kilim with red and grey diamond motifs.
Writing listings one product at a time is slow, especially with hundreds of items or several marketplaces to keep up with.
A free call with the FirmAdapt team. Bring your questions and the tools you use today.
The pipeline reads your product photos and basic specs and writes the full listing: title, description, attributes and search keywords, in your brand voice.



Each channel gets the format it expects, from title length and tags to the attribute fields in its import file.
Hand-knotted wool rug, 4x6Ready
Turkish kilim, 5x7Needs size
Wool rug, 8x10Ready
Floral rug, 6x9PublishedListings land in a review queue. Missing details are flagged for a person, and nothing is published until it's approved.
On a call, we look at what you sell, where you sell it and how listings get written today.
Your best listings, photos and specs set the rules for titles, descriptions and keywords. Then photos and specs go in and draft listings come out.

12 listings approved9:40
Published to Website, Etsy, eBay
Flagged for you9:12
Size missing on #2193
New stock found8:55
18 photos in /incomingUnlisted stock goes through first, in batches you review, then new stock is listed as it arrives.
The pipeline writes each product once from your photos and specs, then formats it for every channel you sell on, with the right title length, tags and attributes for each.
Yes. It reads your photos together with basic specs such as size, material and colour. The specs keep the facts right, and the photos describe what a buyer will see.
Each listing follows your brand voice, and product facts come only from your specs and photos. Every listing is checked before it goes live, and missing details are flagged for a person to fill in.
Yes. One-off pieces are where the time goes, because every listing has to be written from scratch. A rug seller with a large catalog of one-of-a-kind pieces can get new stock listed far more quickly.
Yes. The backlog goes through first, in batches you review, and the pipeline then keeps running for new stock.
It can output the import format each channel needs, including Shopify product CSVs and Amazon flat files, with the required fields filled before upload.
Keywords come from the product's details and the terms buyers search for on each marketplace, kept within each channel's limits, such as the 13 tags Etsy allows per listing.
Tell us where to send it and we'll record a short video demo for your business.