AI Clothing Size Recommendation
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Sam built an AI-powered app that solves the problem of buying clothes online when you're between sizes or shopping from different regions with inconsistent sizing. The app stores your body measurements, analyzes size charts from product pages, and recommends the exact size you should buy.
How It Works:
- One-Time Measurement Setup:
- Measure all common body measurements that clothing sites typically ask for (thigh, knee, calf, sleeve length, etc.)
- Store these measurements in the app instead of keeping them in Google Drive
- Product Analysis Process:
- Enter the link to the product you want to buy
- Take a screenshot of the size chart from the product page
- Upload both to the app
- AI Recommendation:
- The app analyzes your measurements against the product's size chart
- Provides specific size recommendation (e.g., "16.5 inch shirt")
- Explains the reasoning behind the recommendation
- Training the AI:
- Uploaded books on how clothing should fit to train the model
- Ensures recommendations are based on proper fit guidelines
Use Cases:
- Vintage Clothing on eBay:
- Vintage sizes (Large, XL) are irrelevant and inconsistent
- Sellers often provide actual measurements
- The app analyzes these measurements to recommend fit
- International Sizing:
- Japanese clothing sizes are completely different (Sam wears 3X in Japanese brands)
- European sizing doesn't align with US sizing
- The app bypasses size labels and works purely from measurements
Results:
- Been using it for a couple weeks
- Ordered three items based on the app's recommendations
- Built using Claude Code
Sam Parr
Host of MFM and fitness influencer
Sam Parr is a serial entrepreneur and business media pioneer.
In 2016, he founded The Hustle, a business news media company that started in his kitchen with just $12 and grew to eight figures in revenue.
Sam led the charge in making newsletters popular when few believed in their potential.
After four successful years, he sold The Hustle to HubSpot, a publicly traded company. Now operating as HubSpot Media, The Hustle reaches 3 million readers daily, employs a team of nearly 100, and has been the launchpad for dozens of its staff to found their own media companies and newsletters.
Sam remains the host of the popular business podcast, My First Million, and continues to start and sell companies. He also co-founded Hampton, a highly vetted community for entrepreneurs, founders, and CEOs, and teaches people to write better through his platform, Copy That.