ModelMatch is a compatibility platform for replacement-parts merchants. Shoppers verify fit on product pages, on collection pages, and through a dedicated finder before checkout. When a part doesn't fit the shopper's equipment, ModelMatch redirects them to a part that does, recovering sales that would otherwise be lost. Merchants manage their compatibility data in admin, generate it with AI for products without prior data, and track what shoppers search for through analytics.

• Verify part compatibility on every product page before checkout
• Ambient fit check across collection pages — set model once, browse confident
• Recommend compatible alternatives when a part doesn't fit a model
• Generate compatibility data from your existing products with AI
• Track shopper searches, no-match patterns, and data coverage gaps