Connect product facts to how customers actually speak.
Translate natural language into attributes across search, filters, and PLPs so the right options surface first.


Onsite discovery is attribute‑first. Let your data lead.
Shoppers filter by fit, fabric, occasion, trend, climate not just “Dresses > Midi.”
Duplicate colour/size pages, weak canonicals, and missing variant awareness confuse search and facets.
PDP says one thing, filters say another, and search says neither.
Sweater” vs “jumper,” “wine” vs “burgundy,” UK/EU/US size conversions. Consistency wins every time.
Don’t add more copy. Publish one product truth for onsite.

Make merch, search, and filters speak fluent fashion
Go-live in only weeks
We integrate with your CMS/search; no replatform required.
Your team reviews and approves. We do the heavy lifting.

See what Mapp Fashion can do for your business…