Thriftify
FOR VINTAGE BUSINESSES

AI listing creation from photos.
Under 30 seconds.

Upload three photos of any preloved item. Thriftify's AI writes the price, title, generates the description, and fills every meta-field and item specific, search optimised for every connected channel.

Start free, your first 500 listings are on us
See how cross-listing works step by step
Grid of vintage jacket photos before AI listing creation in Thriftify
Thriftify listing editor showing AI-generated title, description, and item specifics from product photos
PART 01THE PROOF, IN PRODUCTION

How it benefits our customers

AI Listing has substantial benefits, decreasing costs, increasing listing volume, improving searchability and much more

MEDIAN PHOTO TO LIVE LISTING

<30 sec

Measured across active sellers, current.

PLATFORM MEDIAN

LISTINGS PUBLISHED WITH ZERO EDITS

96%

AI output ready to ship with no manual editing.

TROVIE PRODUCTION

LISTING SPEED INCREASE

292%

Items listed per operator per day, before and after Thriftify.

OXFAM GB

IMPROVEMENT IN DATA QUALITY

1,400%

Average increase in listing data, such as eBay item specifics.

CROSS CUSTOMER AVERAGE
Read Trovie case study
PART 02Five steps from photograph to live listing.

How AI listing creation works.

  1. 01

    Photograph the item

    • Three photos minimum, front, back, and any detail shots that matter such as labels, defects, distinctive features.
    • More photos deliver more accurate AI detection. Take them on a phone, a DSLR, or a purpose-built photography station.
    • Resolution beyond standard product photography isn't required.
  2. 02

    Upload to Thriftify

    • Drag and drop, batch upload, or push via API for high-volume operations.
    • Thriftify processes the images, backgrounds removed, metadata extracted, automatically.
    • No separate photo editing step.
    • Our SKU Dashboard connects live to your camera, removing the admin of organising images.
  3. 03

    AI generates the listing

    • Thriftify's AI identifies the price, brand, era, material, condition, category, and every required attribute.
    • A title is drafted in your store's voice (train the description agent on your brand).
    • A full description is generated, structured for each channel's unique search criteria.
  4. 04

    Review and edit (or don't)

    • Every field is editable before publishing.
    • Surface the ones most important for human review. Most operators correct one or two fields and approve.
    • Up to 96% of listings are published without any edits at all. Categories with strong AI training data (clothing, footwear, accessories) edit at near zero. Specialist niches edit more often.
  5. 05

    Publish across all connected channels

    • One click and the listing goes live across every connected channel simultaneously.
    • For each channel you get unique listing data, formatted correctly for each channel's different search criteria.
    • When an item sells on any channel, de-listing from all others is done in instantly.
PART 03BEFORE AND AFTER

Photos in. Full listing out.

Three real examples of the AI working on different categories. Photos go in, ready to publish listings come out.

VINTAGE MENSWEARAI · 22 SEC

1970s Levi's Type III Denim Jacket

BEFORE  ·  3 PHOTOS

Front view of a 1970s Levi's Type III denim jacketFRONT
Back view of a 1970s Levi's Type III denim jacketBACK
Detail shot of a 1970s Levi's Type III denim jacket labelDETAIL

AFTER  ·  GENERATED LISTING

TITLE

Vintage 1970s Levi's Type III Denim Jacket, Indigo Wash, Made in USA, Size 42

ITEM SPECIFICS

BRAND
Levi's
ERA
1970s
SIZE
42 (L)
MATERIAL
100% Cotton Denim
COUNTRY
USA
CONDITION
Excellent

DESCRIPTION

Authentic 1970s Levi's Type III denim jacket in classic indigo wash. Pointed chest pockets, single back pleat, and original metal Levi's tab. Made in the USA, label dating to mid 70s production. Strong fade pattern from genuine wear, no rips, repairs, or missing buttons.

AI PRICED

£128.00

LIVE · 7 CHANNELS
LUXURY ACCESSORIESAI · 19 SEC

Coach Saddle Bag 23, Glovetanned Leather

BEFORE  ·  3 PHOTOS

Front view of a Coach Saddle Bag 23 in black leatherFRONT
Back view of a Coach Saddle Bag 23 in black leatherBACK
Detail shot of Coach Saddle Bag 23 hardware and leatherDETAIL

AFTER  ·  GENERATED LISTING

TITLE

Authentic Coach Saddle Bag 23, Glovetanned Leather, Black, Pre Owned Excellent

ITEM SPECIFICS

BRAND
Coach
MODEL
Saddle Bag 23
MATERIAL
Glovetanned Leather
COLOUR
Black
HARDWARE
Brass
CONDITION
Pre Owned Excellent

DESCRIPTION

Authentic Coach Saddle Bag 23 in soft glovetanned leather, finished in black with brass hardware. Removable strap with adjustable length, signature turnlock closure, single interior slip pocket. Light surface wear consistent with gentle pre owned use, no scratches, no scuffs to hardware.

AI PRICED

£245.00

LIVE · 7 CHANNELS
HOMEWARE & CERAMICSAI · 24 SEC

Mid-Century Studio Pottery Stoneware Vase

BEFORE  ·  3 PHOTOS

Front view of a mid-century studio pottery stoneware vaseFRONT
Alternate angle of a mid-century studio pottery stoneware vaseBACK
Detail shot of a mid-century studio pottery stoneware vaseDETAIL

AFTER  ·  GENERATED LISTING

TITLE

Vintage Studio Pottery Stoneware Vase, Earth Glaze, Mid Century, 1960s Britain

ITEM SPECIFICS

TYPE
Vase
ERA
1960s
MATERIAL
Stoneware
ORIGIN
Britain
HEIGHT
28 cm
CONDITION
Excellent, no chips

DESCRIPTION

Handsome mid century British studio pottery vase in stoneware, finished with a warm earth tone glaze. Maker's mark to base, unattributed. Bulbous form with a rolled rim, classic of the period. Excellent condition with no chips, cracks, or restoration. Sits beautifully as a standalone object.

AI PRICED

£68.00

LIVE · 6 CHANNELS
PART 04CATEGORY STRENGTH

Categories the AI works strongest on, and what needs a human eye.

Thriftify uses multiple processes to identify what an item is and creates unique listing data that is accurate. Some categories are easier for our AI to identify than others.

STRONGEST CATEGORIES · NEAR ZERO EDITS

Where the AI publishes with zero or one edit.

  • Clothing, Handbags & AccessoriesVintage, luxury, contemporary, designer
  • FootwearSneakers, leather, work, athletic
  • Sporting GoodsCycling, golf, winter sports, fitness & gym
  • Electronics and computingSmartphones, laptops, gaming, audio
  • Collectibles / Bric a bracAntiques, art, toys, comics, memorabilia, coins, cards, music
  • FurnitureCommon categories with identifiable maker marks
  • Spare parts / AutoUsed cars and car parts, machinery, manufacturing
NEEDS MORE REVIEW

Where the AI is a useful first draft, not a final answer.

  • Specialist collectiblesLimited editions, signed items, niche markets.
  • Authentication requiredHigh value designer, fine art, certain antiques.
  • Significant damageItems requiring detailed condition notes.
  • One of a kind originalsArtworks, custom pieces, bespoke items.
PART 05

Does AI listing really work?

In short, yes. Thriftify generates your entire listing, end to end, including every required item specific, every category attribute, the price, the description, and the formatting for each connected channel.

What that means for your operation: the AI works strongly on the categories where most preloved revenue is generated, including clothing, footwear, accessories, homeware, antiques, and bric a brac. Even for categories where you still need a quick human review, you save enormous time and effort.

Most importantly, Thriftify's AI listing is built to deliver exceptional SEO and visibility; delivering a positive impact on the quality of your listings, winning more views per item, and more sales.

Sign up for a free 500 listings and see for yourself. No commitment or credit card required.

THE BEST TEST IS YOUR REAL CATALOGUE
PART 06THE TECHNICAL DETAIL

Purpose-built AI for preloved sellers.

Thriftify operates powerful processes to achieve the highest possible accuracy.

01SOPHISTICATED ARCHITECTURE

Multi modal model architecture

Multi modal vision and language models trained specifically on preloved categories. Not a generic LLM with a prompt template. Our model has been custom built to produce the highest-quality possible marketplace data for each listing.

02CUSTOMISATION

Voice preservation and brand training

Train the description agent on your store's previous listings. The output matches your tone of voice, sentence structure, and emphasis. Configure settings per category if you want stricter or looser brand voice control across different categories.

03SAFETY

Validation and policy compliance

Every generated listing is checked against eBay's prohibited items list and category specific rules before publication. Items flagged as risky are quarantined with a one line explanation for human review, never auto published. No account suspension risk.

PART 07WHO USES AI LISTING CREATION

All kinds of preloved operators. One AI listing engine.

Each segment uses Thriftify differently. Here's what AI listing creation looks like for yours.

Vintage business

List on eBay for global reach, Shopify for branded storefront. AI generates everything from photos, with items published in seconds. Strong AI performance across all of the major preloved categories.

See vintage in detail

Consignment store

AI listing pairs with your POS so consignment in-store stays the same. Staff and volunteers don't need product expertise to publish listings that look professional. Multi region listings from a single intake.

See consignment in detail

Charity retail

AI listings let volunteers process donation pipelines in seconds, not minutes. Auto attribute extraction means no specialist knowledge required to publish to eBay or Shopify. Per shop or central catalogue, your choice.

See charity in detail

Enterprise resale

API endpoints and batch ingest for high volume operations. Listing throughput of 1,000+ items per day per operator, with consistent voice across the entire catalogue. Custom training on your specific category mix.

See enterprise in detail
FAQS

Frequently asked questions

See all FAQ's

The AI gets brand right on the main preloved categories almost all of the time, as long as you include a photo of the label. For unbranded or hyper-specialist items, the AI returns 'unbranded' or its best guess; operators correct in seconds. The AI improves with feedback over time as the model is updated. Every field is editable before publishing. You can configure the layout to surface the fields you'd like to review before listing.

Try Thriftify on your real catalogue

Your first 500 listings are free. No credit card required to start. If you import an existing eBay or Shopify account, we'll optimise your current listings on the same plan, you'll see the difference before you spend a penny.

Start free