Fit-and-sizing AI layer helping retailers cut returns by giving shoppers and shopping agents personalized size confidence.
What it does
True Fit provides a 'Fit Intelligence Layer' that uses a large dataset of real purchase-and-return outcomes to power size and fit recommendations for online shoppers. It deploys either as a conversational AI shopping agent embedded on product/listing pages, or via an MCP-based integration that plugs fit data into external AI agents and marketplaces.
Core features
Conversational AI fit agent embeddable on product and listing pages
Fit intelligence delivered via MCP for third-party AI agents
Filtering of listings to only sizes actually in stock
Sizing guidance based on aggregated purchase-and-return data
Shopify Plus certified integration
Best for
→Retailers wanting to cut size-related returns
→Brands adding a fit-aware shopping assistant to product pages
→AI labs and marketplaces integrating fit data into their own agents
→E-commerce teams reducing cart abandonment caused by sizing uncertainty
Toolspool rankingby global site rank
Reviews
Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.
Tutorials
Step-by-step: exactly how to get things done with it.