Solutions · For resale platforms and sellers
The Listing Intake Agent takes a seller's photos and returns a priced, authenticated listing that is live.
- Made for
- Resale platforms and independent sellers
- You get
- Priced, authenticated, live listing
Opens in Fashion mode, brief filled in. Standard plan and above.
The job, before and after
Without it
It goes up against last month's comp and sells under, or it fails authentication after the money has moved.
With McLeuker AI
Value a one-off unit at the moment it is listed.
Every unit - no two are the same, and each is priced once.
Why it is hard
Resale runs on two hard questions asked thousands of times a day: what is this actually worth right now, and is it actually real. Both go stale, and both are answerable.
The agent
The Listing Intake Agent
The agent takes a seller's photos and returns a priced, authenticated listing that is live.
Take this item from photos to a listing with the Listing Intake Agent.
You fill in
- Photos
- attach front, back, labels, stamps, hardware
- Seller notes
- what you know about it
- Channels
- e.g. Vestiaire Collective, eBay
- Currency
- e.g. EUR
Identify
Phase 1 of 4
- 01
Reads the seller's photos and notes
- 02
Reads brand, model and reference from the labels, stamps and hardware in the photosBeta
- 03
Searches for the piece's original retail listingBeta
- 04
Grades condition from the photosBeta
Price
Phase 2 of 4
- 05
Pulls current resale comparables across platforms, each with the date it was readBeta
- 06
Prices by rung: full set, boxed, loose, worn
Prove
Phase 3 of 4
- 07
Decodes date codes, serials and stamps for Louis Vuitton, Chanel, Hermès and RolexBeta
- 08
Flags red-flag details for a human authenticator
- 09
Assembles the provenance dossier
List
Phase 4 of 4
- 10
Writes title, attributes and description
Priced, authenticated, live listing
Open an example: Resale Pricing BriefingIn depth · Price
Same piece. Five different prices.
What moves a listing between rungs is proof and condition, not the item - which is the one part of resale a seller controls.
- Full setBox, dust bag, cards and the original receipt
The ceiling. Complete provenance is the only thing that reaches it.
- BoxedPackaging present, purchase record missing
Reads as genuine but unverified, and prices against comparable listings rather than retail.
- LooseItem only, unworn or near
Now competing on photography and description, which is where most listings lose.
- WornVisible use, honestly described
Condition grading is what protects this rung; a vague description gets treated as the rung below.
- UnverifiedAuthentication not established
The floor, and the one rung that is a decision rather than a fact about the item.
What decides the rung, not what it pays. Spreads move by brand, model and month, so comparables are pulled live against the piece in front of you.
What you get
Priced, authenticated, live listing.
The deliverable is a listing, ready to post. Below, its shape; then the pricing briefing behind it, opened page by page.
A listing, ready to post
Illustrative- Title
- Brand, model and reference, read from the labels, stamps and hardware in the seller's photos
- Attributes
- Material, colour, size and the reference, in the order the platform asks for them
- Condition
- Graded from the photos, with each flaw named rather than summarised
- Price
- Set by rung - full set, boxed, loose or worn - from resale comparables, each dated
- Authentication
- Date codes, serials and stamps decoded where the brand has a table; red flags listed for a human authenticator
- Provenance
- The dossier: receipt, packaging and the record the piece was matched to
- Description
- Written from the facts above, without a claim the dossier does not carry
Resale Pricing Briefing · page 1 of 6PDF · Open the file
Resale Pricing Briefing · page 2 of 6PDF · Open the file
Resale Pricing Briefing · page 3 of 6PDF · Open the file
Resale Pricing Briefing · page 4 of 6PDF · Open the file
Resale Pricing Briefing · page 5 of 6PDF · Open the file
Resale Pricing Briefing · page 6 of 6PDF · Open the file
Reports
4 briefings written for marketplaces & resale.
Each one is the finished file, opened in full. Every figure in them is illustrative and each says so on its own cover; a real run researches and cites its numbers with an as-of year.
Start
Start the Listing Intake Agent.
Its brief opens in the composer. Fill in the [brackets] and send.
Fashion mode, on the Standard plan and above.
Next lane: E-commerce & DTC. Catalogue imagery for new stock, made from one product photo.
Questions
Before you start.
What does it cost to start?
Signing up costs nothing. There is a Free plan and no card is needed: 300 welcome credits when you verify your email, 100 daily credits you can claim every 24 hours, and 3 questions a day in Instant and Thinking. The agents on the solution pages run in Fashion mode, which opens on the Standard plan and above. What each plan opens is on the pricing page.
How long does a run take?
It depends on the job. A studio run is minutes: a fashion collection takes about three minutes end to end, and a product campaign set about two minutes forty. An agent works through every step of its run and stops when the file is finished, so it takes longer; you can follow each step as it runs.
What do I need to bring?
A question or a brief is enough to start. Studios that work from your own material take it directly: a product photo, a store link or a description for a campaign; garments and a model or your own photo for try-on; a sketch, a reference or an existing spec for a tech pack. You can attach files to a message - one file of up to 10 MB on the Free plan, more on paid plans.
Can I edit the files afterwards?
Yes. Decks are PowerPoint with real text boxes, shapes and native charts; spreadsheets have typed cells and live formulas; Word documents keep their styles, headings and a table of contents that updates. Research reports come as an editable PDF or DOCX.
Is my data used to train models?
No. McLeuker AI does not use your content, your files or your connected-account data to train or fine-tune AI models, as the Privacy Policy and the Terms both state. Limited, aggregated and de-identified logs may be used to improve reliability and security.
Where do the price comparables come from?
From public resale listings found for the piece, read live, each kept with the date it was read. Asking prices are labelled as asking prices.
Does it post the listing for me?
Not yet. It returns the priced listing - title, attributes, description and price - with the authentication checks and the provenance dossier, ready for you to post.