// FAQ

Everything you might ask.

Can't find what you're looking for? Talk to us.

Platform
How long does integration take?+

Most stores go live in under 15 minutes — one script tag, one product key. Larger catalogs typically take a day to map size charts.

Which platforms do you support?+

Shopify, Shopify Plus, Magento, WooCommerce, BigCommerce, and any custom or headless storefront via our drop-in widget script.

Does the widget slow down my PDP?+

No. The widget bundle is < 20KB gzipped and lazy-loads on first interaction. Recommendations return in under 200ms globally.

Pricing & trial
Is there a free trial?+

Yes — every plan includes a 14-day free trial. No credit card required to start.

What is the launch pilot?+

The first 10 stores to onboard get a free 90-day pilot. Talk to us if you qualify — no commitment required.

Can I change plans?+

Yes, upgrade or downgrade any time from the billing portal. Prorated automatically.

Privacy & data
What happens to body measurements?+

Customer measurements are never persisted. Only the resulting recommendation, a confidence score, and an anonymous session id are stored — exactly what's needed for analytics.

Are you GDPR compliant?+

Yes. EU data residency is available on Enterprise, and we sign a DPA. Photo uploads (when used) live in a private bucket and are only accessible via short-lived signed URLs.

Do end customers need accounts?+

No. The widget works fully anonymously. Customers can optionally save a fit profile, but it is never required.

AI & recommendations
Is the AI real?+

Today we use a deterministic weighted scoring engine across body measurements and fit preference. The product is architected so the same recommendation contract can be served by a trained model — no UI change required on your side.

What about image-based fit prediction?+

The data plumbing is in place: body profiles, optional photo upload, fit prediction records. The ML model that consumes them is on the roadmap.