Bold Metrics
AI sizing recommendations built from a digital-twin body data library.
About
Bold Metrics predicts a shopper's 50+ body measurements from four to six simple inputs, no photos or measuring tape required. It matches those predictions against its library of digital twins to recommend the right size for each brand's fit, and shoppers can also state a preferred fit like loose or fitted. The company claims an average 34% return-rate reduction across brands using it. The trade-off is that it is a prediction from a proprietary dataset, so unusual body shapes may be less well covered than the median case, and pricing is not published.
What it can do
- AI body measurement prediction from 4-6 inputs
- Digital twin library of 200M+ shopper profiles
- Fit-preference-aware size recommendations
- Smart Size Chart and Virtual Sizer widgets
- API access and ecommerce platform integrations
- Aggregated body data for design and planning teams
Setup
- Contact Bold Metrics for a demo and platform access
- Connect your ecommerce platform (Shopify, BigCommerce, Magento, Salesforce Commerce Cloud or WooCommerce)
- Share your product specifications and fit intentions
- Embed the size recommendation flow in your product pages
- Feed purchase and return data back to refine recommendations
Prerequisites
Ecommerce store with product measurement data; retailer agreement with Bold Metrics.
Use cases
Works with
Trust score — 8/10
Scored 8/10 (verified tier, metrics-v1). Evidence: Official site documents the 4-6 input flow, 50+ measurement prediction and 200M+ digital twin library; Third-party software directories confirm API access and platform integrations; 34% return-reduction figure is company-reported; No public pricing; enterprise sales process. License: Commercial SaaS, quote-based.
How the trust score is built
Full methodology →- Adoption · stars/downloads, log-scaled vs peers
- 8.0/10
- Maintenance · recency, releases, issue load
- 7.0/10
- Openness · license + docs
- 5.0/10
- Manual review · sanity read + red-flag check
- 6.0/10
- · Official site documents the 4-6 input flow, 50+ measurement prediction and 200M+ digital twin library
- · Third-party software directories confirm API access and platform integrations; 34% return-reduction figure is company-reported
- · No public pricing; enterprise sales process
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.