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MatrixFit Recommender logo

MatrixFit Recommender

Develop by Shopify

$9.99

/ Month
Free plan available

"Instant size recommendations to reduce apparel returns and boost confidence."

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About MatrixFit Recommender

Launched Jun 02, 2026

Categories

Product display - Other

Built by Shopify

Address

154 West 14th Street, Suite 1224, New York, NY, 10011, US

Website Support Portal Privacy policy Tutorial FAQ Document

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Description

Recommend sizes based on customer measurements. Help apparel shoppers find their fit before buying.

Size mismatch is a common reason apparel shoppers return purchases. MatrixFit Recommender addresses this by letting merchants upload their size charts as CSV matrices and assigning them to products. Shoppers enter two measurements on the product page and receive a size recommendation with a confidence score. The app supports any measurement system, including bust and underbust for lingerie, waist and inseam for jeans, or custom combinations. No coding required, installs via Theme App Extension.

Size mismatch is a common reason apparel shoppers return purchases. MatrixFit Recommender addresses this by letting merchants upload their size charts as CSV matrices and assigning them to products. Shoppers enter two measurements on the product page and receive a size recommendation with a confidence score. The app supports any measurement system, including bust and underbust for lingerie, waist and inseam for jeans, or custom combinations. No coding required, installs via Theme App Extension. more
  • Upload CSV size charts and assign them to products or collections
  • Shoppers enter two measurements and get a size recommendation instantly
  • Supports any measurement system with automatic inch and centimeter conversion
  • Analytics dashboard tracks recommendation usage and conversion rates
  • Installs as a Theme App Extension with no coding required

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