Stereotyped is an AI sizing tool that gives customers their perfect fit (97% accuracy) while capturing real-time data on why they buy, hesitate, or bounce.
Result: 63% fewer returns, 30% conversion lift, and insights that inform merchandising, design, and range planning.
97% SIZE ACCURACY
UP TO 63% REDUCTION IN RETURNS
UP TO 30% LIFT IN CONVERSION
Discover how easy it is for your customers.
Customer starts shopping
and lands on your product
Customer Clicks
'Size Adviser'
They Complete a
5 Question Quiz (only once)
Using AI we match results
to individual garment sizes
We auto-display their size across all products
Click a product below to see how it works
Traditional returns reporting only shows you Column 1. We help you see and fix all three.
Refunds: 10-15% (visible in Shopify). Exchanges: 10-15% (hidden in discount codes or return platform analytics). Most brands only track the first number. You're missing the profit-burning costs associated with exchanges: processing, shipping both ways, sunk advertising costs, and admin time.
True cost per return = processing, shipping, admin and missed sales. Most brands underestimate returns by 50%+ and the hidden impact on cash flow, inventory, and customer lifetime value erosion.
Why customers abandon at the product page: Is it your size chart? Imagery? Ad targeting? Which specific products have fit problems? The result: Lost revenue you can't diagnose or fix.
Most brands only see refunds in Shopify. Let's calculate what sizing uncertainty is actually costing you.
Based on your numbers, sizing could be costing you $0 per year. Ready to validate if we can fix it?
Book Your Pilot Audit CallAn AI-powered sizing tool that matches customers to their perfect fit in 5 questions.
Plus real-time analytics that reveal why customers buy, hesitate, or bounce - data you've never had access to before.
Result: A frictionless shopping experience that encourages confident purchases and creates loyal, repeat customers.
Result: Up to 63% fewer returns, up to 30% lift in conversion alongside decision-ready insights for merchandising, design, and range planning.
We're running paid pilot programs with select Australian and NZ headquartered apparel brands. You get a full returns cost audit, 60-day trial, and comprehensive ROI analysis alongside contributing to developing the tool to meet your needs.
Returns Cost Audit Call (Week 1)
60-Day Trial with White-Glove Onboarding
Analytics Dashboard (Live from Day 1)
Impact Analysis & Implementation Report
(100% redeemable toward your subscription if you proceed)
Either way, you'll know exactly what sizing uncertainty costs you and whether fixing it is worth the investment.
Only 3 pilot spots remaining for January 2026
We've found that free pilots don't get the commitment needed to generate real results.
The $1,500 fee ensures you're serious about testing and covers our team's costs to deliver a comprehensive analysis custom-designed for your business. Plus, it's 100% credited toward your annual subscription if you continue, so you're essentially getting a paid returns audit that comes with a 60-day trial.
When we do our discovery call, we will ensure you are a good fit, and we can see at least a 2-3x ROI on this investment before we even proceed to the audit process.
When we do our discovery call, we will ensure you are a good fit, and we can see at least a 2-3x ROI on this investment before we even proceed to the audit process.
If, for some reason, you still do not see the benefit, you will walk away with a comprehensive returns cost audit, 60-day analytics report, ROI analysis, and implementation roadmap worth $5K+ from a consultant.
At minimum, you'll know exactly what sizing uncertainty costs you and whether fixing it is worth the investment for your business.
Most brands are live within 5-7 days. We handle everything, Shopify integration, garment measurement uploads, UI customisation with full white-glove onboarding. You just need to provide access and approve the final setup before we go live.
We review the results together on a call. If you're seeing ROI and want to continue, we convert you to a monthly or annual subscription and credit the full $1,500 toward your first year. If not, you keep the comprehensive audit report, analytics, and implementation plan—no hard feelings.
Currently we're focused on Australian and NZ headquartered brands (who sell globally), but we're open to exceptions for the right fit. Book a call and let's discuss whether we can support your business.
The return rate is just one qualifier. Even if your returns are lower, you might still be losing significant conversion due to sizing uncertainty. The pilot audit will tell us whether sizing is a material lever worth fixing for your specific business. If it's not, you'll know for certain.
Our AI achieves 97% sizing accuracy by matching customer body measurements to your specific garment measurements. The system learns and improves over time as it processes more data from your customers.
No. We guarantee zero impact on website load speed. Our tool is optimised to load asynchronously and won't slow down your site or affect customer experience.
Ideally, someone who owns returns/operations and can champion the project internally, whether that's you (founder), your head of operations, or your ecommerce manager. They'll need to commit time for the audit call, onboarding, and check-ins to ensure you get ROI from the pilot.
The pilot is a 60-day commitment. However, if there are technical issues or the tool isn't working as expected, we'll work with you to resolve them. The goal is to give you enough time and data to make an informed decision about whether sizing is worth fixing in your business. Think of this like an AB Test; we need as much data as possible to make an informed decision. However we will ensure 72 hours post deployment there is technical support to ensure seamless integration and no conversion issues/friction.
Currently, we're focused on running high-touch pilots to validate ROI with each brand before moving to subscription. This ensures we're the right fit and that you see real business impact. Once we've proven value during the pilot, we'll transition you to an ongoing subscription with the pilot fee fully credited.
