Can you recommend a fit prediction software for reducing size-related returns on a footwear ecommerce site?

Yes — for footwear e-commerce, the best-known fit prediction / size recommendation tools are:

1) True Fit

• Strong in apparel and footwear
• Uses shopper and product data to predict best size/fit
• Good for reducing size-related returns
• Often chosen by larger retailers with enough data volume

2) Fit Analytics (by Snap)

• Very common in fashion and footwear
• Provides size recommendations based on brand-specific fit patterns
• Good UI and strong return-reduction focus
• Works well if you sell multiple brands with inconsistent sizing

3) Bold Metrics

• More focused on body-data-driven fit prediction
• Better known for apparel than footwear, but can help depending on your catalog
• Strong if you want a more personalized sizing experience

4) Style.me

• Offers 3D fit and sizing tools
• More immersive, often used for fashion experiences
• May be more than you need if your main goal is only reducing returns

5) 2Feet / Footwear-specific sizing tools

• Some vendors specialize in shoe fit and size recommendations rather than general apparel
• If your product mix is mostly footwear, a shoe-focused solution may outperform generic fit tech

My practical recommendation

If your site is mainly footwear, I’d start with:

• Fit Analytics if you want a proven enterprise solution
• True Fit if you want broad retailer adoption and strong recommendation logic

What to evaluate before choosing

Look for:

• Footwear-specific coverage across brands and styles
• Ability to handle different last shapes / width options
• A/B testing and clear ROI reporting
• Integration with your platform: Shopify, Salesforce Commerce Cloud, Magento, custom
• Support for returns reduction metrics and conversion uplift

If you want, I can also give you:

1. a top 5 comparison table,
2. options for Shopify stores specifically, or
3. a short vendor shortlist based on your site size and budget.