Doreem translates sizes between fashion brands. No measurements. No SDK. No body scan. Just one input, five seconds.
Across online fashion, around 1 in 4 orders comes back. The single biggest reason: size. Not style. Not quality. Not service. Size.
Each return costs you twice — once in logistics and processing, and once again when the item sits unsold by the time it comes back. The shopper, meanwhile, walks away unsure whether to try you again.
And the orders that hide the most damage are the ones with two sizes "just to be safe." You paid to ship both. You'll pay to take one back.
Doreem asks your shopper one thing: which brand fits them well, and what size they wear there. From that single answer, we return their size on your store — with a confidence indicator.
No body data collected. No questions about weight or height. No friction.
Embedded on your product detail pages, configurable to match your theme.
The best size tool is the one your shoppers barely notice. Doreem fits in below your add-to-cart button as a small, optional widget.
"Find your size in 5 seconds"
From a searchable list of well-known fashion labels.
XS, S, M, 6, 27 — whatever they know.
With a confidence indicator if our match is strong.
No login. No account. No measurements. The widget is anonymous by design.
Doreem installs from the Shopify App Store and integrates as a native theme block. You drag, you drop, you preview, you publish.
One click from the Shopify App Store. Standard OAuth.
Upload your size chart (CSV, paste, or manual entry). Pick a reference brand whose fit resembles yours.
Position the widget in your theme editor. See a live preview on your real products.
You can disable it on specific collections, customize colors to match your theme, and pull it down anytime. We are a tool, not a takeover.
We're early. We don't have years of client data to wave around. What we do have: a clear understanding of where size-related friction costs you money — and a tool designed to address each of those points.
Here is what Doreem is designed to influence. Whether each of these moves for you depends on your catalog, your shoppers, and your implementation. We're transparent about that.
When shoppers receive a size suggestion they trust, they are less likely to return the item for size reasons. This is the gain we can measure most directly — by comparing your return rate before and after.
Some shoppers order two or three sizes hoping one will fit. Every extra unit you ship is logistics you pay for before knowing whether it sells. A confident shopper places a cleaner order.
Size uncertainty is a real friction at checkout. We expect some lift in your conversion rate when shoppers feel sure of their choice — but we'd rather measure it with you than promise it upfront.
The "I'm between sizes, can you help?" tickets eat your team's time. Doreem absorbs many of them silently, before they reach your inbox.
We can walk through what each of these might look like in your specific context during a discovery call.
We've spent months calibrating a curated library of fashion brands across the spectrum your shoppers actually wear. From accessible everyday labels to mid-premium contemporary, from American minimalism to Scandinavian functional and French elegance — each one mapped to a normalized internal grid.
We don't just compare numbers. Two brands at the same "M" can fit very differently. Our library captures those nuances — slim through the waist, generous through the hip, true to a specific national sizing, garment-measured vs body-measured.
When a shopper tells us what they wear elsewhere, we know what that really means. And we translate it to what it means on your store.
Library expands continuously. If your shoppers' favorite brand isn't there yet, tell us during pilot — we add it.
Doreem is in private beta. We're working with a handful of fashion brands on Shopify to refine the product before public launch.
Design partners get free access during the pilot, hands-on onboarding, direct input on the roadmap, and locked-in founding pricing when we launch publicly.
In return, we ask you to use the product, share what works and what doesn't, and be patient with us when something breaks.
No. The widget is under 20KB gzipped and loads asynchronously. It does not block your page render. We measure this on every release.
No. Doreem integrates as a native Shopify theme block — you drag it into your theme editor exactly where you want it. Your theme files are not modified. If you uninstall, the block disappears cleanly.
We've built our library to cover the brands your shoppers are most likely to reference. If a shopper picks something we don't have, the widget invites them to consult your standard size chart instead. No bad outcome.
Yes — your own size chart is what makes the recommendation accurate for your products. You can upload it as a CSV, paste it from your existing product page, or enter it manually. Most merchants take 5 to 10 minutes.
Doreem only addresses size-related returns. Style, color, fit preference, and quality issues are outside our scope — we won't pretend otherwise.
The widget collects an anonymous session ID and the size inputs the shopper provides. No name, no email, no measurements. We are a data processor under GDPR — a standard DPA is available for European merchants who need it.
During pilot, Doreem is free. Our public pricing is designed so you only pay when we contribute to a sale, with a monthly cap so costs stay predictable. We'll walk through the details during your discovery call.
No long contract. You install when you want, you uninstall when you want. Doreem must earn its place on your store every month.