perfitt.io

What It Is

Perfitt is an AI size-recommendation solution for footwear e-commerce businesses and brands. Its main goal is to reduce returns and exchanges caused by poor shoe fit. It uses mobile foot measurement, in-shoe dimension data, and fit data to recommend the right size before purchase, and can be embedded into the shopping flow on product detail pages.

Core Features and Technology

Based on the information available on its website, Perfitt’s capabilities mainly fall into three areas. First is foot measurement: it uses computer vision to measure users’ foot length and foot shape, with the page claiming measurement accuracy of ±1.4mm. Second is its AI recommendation algorithm, which applies machine learning based on matching data between feet and internal shoe dimensions. The site discloses figures such as a 94.8% recommendation accuracy rate, more than 2.5 million recommendations, and surveys from over 50,000 real users. Third is its data platform, which provides clients with analysis of user foot data and in-shoe dimensions for product planning, procurement, manufacturing, and inventory optimization. News coverage also mentions that it worked with DeepPixel to launch an AR virtual try-on feature.

Pricing and Integration

The official website includes items such as Pricing, Request a Demo, and “요금문의,” indicating that it is more likely based on enterprise quote-based pricing. Public plans, unit pricing, billing methods, and free trial policies are not disclosed. In terms of integration, the text says Perfitt can connect to e-commerce stores and display foot measurement guidance and recommendation results on product detail pages, but it does not disclose details about APIs, SDKs, plugins, supported platforms, or implementation timelines.

Pros and Cons

Its strength is that it targets a very specific use case, directly addressing conversion rates, repeat purchase rates, and return rates for footwear e-commerce. The website cites performance metrics such as an average 19.6% increase in purchase conversion rate, 2x repeat purchase rate, and return rates cut in half. It also emphasizes the carbon-reduction value of fewer returns. The downside is that key enterprise software information is not sufficiently disclosed, including data security compliance, permission management, deployment options, SLA, technical documentation, and payment methods.

Who It’s For and Access from China

Perfitt is better suited to footwear brands with their own online stores, as well as vertical e-commerce businesses such as outdoor footwear or safety shoes where size-related returns are a major issue. Access from China cannot be determined from the available text. In addition, the product content is mainly in Korean, and its payment options and local service capabilities are unclear. For deployment in China, companies would need to carefully evaluate network availability, compliance requirements for personal foot image data, integration costs with local e-commerce systems, and compare it with domestic e-commerce size assistants, virtual try-on solutions, or alternatives such as True Fit and Fit Analytics.