Size and fit recommender
Size-related returns are the single largest avoidable cost in apparel and footwear. A recommender built on your own measurements — rather than a generic chart — puts the shopper in the right size the first time.
What’s included
- Model your size charts, including per-style variation
- Recommendation logic from the measurements shoppers can actually take
- Clear output with a confidence indication rather than false precision
- Placed on the product page and mobile-first
Not included
- Producing the measurement data, which has to come from you
- Returns platform integration
Anything on the right is still something we do — it is simply a separate task, quoted separately, so this one keeps a fixed scope and a fixed price.
When it is done, you will have
- 1The change live on your store, published only after you approve it
- 2A clean diff you are welcome to read
- 3A short written note covering what changed and why
Before we start, we will need
- Collaborator access to your Shopify admin
- A sentence or a screenshot describing what you want
Questions people ask first
Our sizing varies between styles.
That is normal and the model handles it — recommendations are per product or per style group rather than one global chart. It does mean we need your per-style measurements, which is the main thing we will ask you for.
Often bought alongside
Embed a library calculator
One tool from our published library, styled to your brand.
Customise a library calculator
Altered formula, inputs and branding on a library tool.
Bespoke calculator build
A new calculator built from your spec and your logic.