Client stories

Three sellers with catalogs too big to fix by hand.

Asia-Pacific, selling into export markets

Private-Label Manufacturer

What AI reads

41 → 83

AI readiness score

What shoppers see

5x

SKU visuals shipped per month

Southeast Asia, six markets

Marketplace-Native Brand

  • Shopee
  • Lazada
  • TikTok Shop

What AI reads

3/20 → 12/20

Shopper questions where AI suggests them

What shoppers see

-70%

Listing image turnaround

Asia-Pacific into North America and Europe

Cross-Border E-Commerce Seller

  • Amazon
  • Shopify
  • TikTok Shop

What AI reads

+60%

Orders from AI assistants

What shoppers see

-60%

Localization cost

Client names are withheld at their request. Figures come from the customers' own reporting and are published with their permission.

What a catalog project covers

  • Catalog audit

    Every SKU gets the report from our sample audit, with gaps ranked by what to fix first.

  • Product data, written back

    We fill missing attributes, use cases and FAQs, then write them into Shopify, Amazon or your feed. If you'd rather not give us access, we send a file you can import.

  • Images at catalog scale

    Hero, lifestyle and ad images for each SKU. We change the background and the scene. The product stays exactly as you photographed it.

  • AI recommendation tracking

    Each month we ask ChatGPT and Gemini a fixed set of shopper questions and report where your products come up.

How a project runs

  1. Pilot

    US$1,000

    Two weeks

    Credited in full if you continue

  2. Full catalog

    Quoted by catalog size

    The rest of your catalog, category by category

  3. Ongoing optimization

    Monthly

    With AI recommendation tracking

The pilot

  • One category, any number of SKUs
  • For every SKU: an AI readiness report and rewritten product data
  • For up to 10 SKUs: a full set of images
  • Two weeks, counted from the day your materials arrive
  • Data comes back your way: written into your store with collaborator access, or as an import file (Shopify CSV, Amazon template or feed)
  • You work with the people doing the work, not an account manager
Start a pilot

Need a dedicated instance, or everything inside your own AWS or Azure account? We've set that up before.

Start a pilot.

Tell us about your catalog and we'll reply with a pilot scope.

Main channels Pick all that apply
Number of SKUs