01 / THE NUMBER
6wk → 2d
Full catalog live

Wall Nest's catalog, uploaded by agents

Ecommerce · Value + Innovate
Visit wallnest.pk ↗
02 / CONTEXT

Wall Nest sells home and wall décor with a catalog in the hundreds of SKUs, each needing a title, description, and images before it could go live.

03 / IN THEIR WORDS
“Writing and uploading every product by hand means the store is never actually finished.”
04 / WHAT WAS BROKEN

The real diagnosis.

01

Manual listing creation took roughly six weeks for a full catalog refresh.

02

Descriptions were inconsistent and rarely written for how people search.

03

No structure for assistants to surface individual products.

05 / THE ARCHITECTURE
SOURCESDBs · APIsfiles · eventsCOREclean data+ softwareVALUEagents+ automationINNOVATEweb · store+ AI searchCUSTOMERSpeople & themodels they askDATA INVALUE OUT
06 / WHAT IT DOES NOW

A Shopify storefront plus an agent that drafts on-brand listings, formats them, and uploads products with images, with content structured so AI search can cite the store.

07 / THE RESULT
6 weeks → 2 days to a live catalog
  • +Consistent, search-shaped copy across every SKU.
  • +Products structured to be quoted by assistants.
08 / IN THEIR WORDS
The catalog goes live in days now, and the listings read better than the ones we wrote by hand.
Founder, Wall Nest
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