Say a shopper lands on your Shopify product page at nine at night, scrolling on their phone. They look at the hero shot, swipe to the second angle, check the size chart, then read a review that says “runs small” right under one that says “true to size.” The garment looks great on the model. The model is also six inches taller and built differently. Somewhere in there, the shopper does the math nobody put a button for: will this look like that on me?
That gap between the photo and the shopper’s actual body is where apparel stores lose sales quietly. Some shoppers close the tab before adding anything to cart. Others buy, open the box, and send it back once the fit doesn’t match what they expected. A size chart and a campaign photo are both stand-ins, not the real answer, so the shopper guesses, or leaves.
Closku puts a try-on step right on the product page to close that gap. A shopper uploads one full-body photo and sees the actual garment on their own body, not a stranger’s. What follows is the case for putting that on your Shopify PDP now, without waiting on a marketplace listing to go live.
The merchant pain behind a quiet PDP
Most Shopify apparel stores are already good at getting people to the page. Ads, email, and a nice product photo do their job: color, fabric, the lifestyle shot that sets the mood. The trouble starts once someone stops browsing and starts deciding. Will the sleeve hit where I want it? Will the hem sit the way it does in the photo? Will this fit my shoulders the way it fits the model’s?
Every answer you can give right now is a stand-in for the real thing. A size chart only works if the shopper measured themselves right and your chart actually matches how the garment fits. A flat lay shows shape with no body in it. A lifestyle photo shows somebody else’s body. Reviews help until two of them disagree. So the shopper ends up doing mental math: borrow someone else’s proportions, guess at drape, guess at length, and decide if the guess is worth the risk.
Returns are the part of this you can see on a spreadsheet: wrong size, “not as pictured,” a box back through the warehouse, a shipping label, margin gone. The part you can’t see is worse in its own way. It’s the shopper who liked the piece, opened the page twice, and left the second time they started thinking hard about fit. More photoshoots won’t fix that. Closku isn’t asking you to build a new part of your store. It closes the trust gap on the page where people are already deciding to buy or not.
How it shows up on a Shopify product page
Closku adds a try-on option right on the PDP. A shopper opens it, uploads a full-body photo, and gets back a render of that exact SKU on their own body, not a generic model in a demo outfit. If it looks right, checkout stops feeling like a gamble. If it doesn’t look right, they find that out before you pay for outbound shipping, inbound shipping, restocking, and whatever discount you offer to smooth over a bad fit.
Take a store that sells structured jackets next to soft dresses. The jacket shopper is thinking about shoulder line and sleeve length. The dress shopper is thinking about drape and where the hem lands. One campaign photo can’t answer both of those for every body that shows up on those two pages. Try-on can, from the same photo, for whichever garment the shopper is looking at, before they’ve paid for anything.
Size recommendation runs alongside that same render, using the same photo, matched against your catalog, so “how does this look on me” and “what size do I order” stop being two separate problems. There’s more on the sizing side on our AI size recommendation page, and the returns math is laid out in Cut clothing returns with virtual try-on. On the product page itself, the change is simple: try-on stops being a line in your marketing and becomes something a shopper actually does, right next to Add to cart.
Why buy Closku virtual try-on
You’re not buying another tool that slaps “AI” on a landing page and calls it a day. You’re buying a workspace built around one job: get shoppers to try on clothes before they check out. Your catalog lives in Closku, try-on sits on your storefront, and the analytics and account settings live in one place. Setup is CSV import plus one script, on purpose, so you can start using it without waiting on approval from a Shopify App Store listing.
Closku is built for clothing, full stop. Real photos of real shoppers, sizing pulled from that same photo against your own catalog, and pricing you can read on the page instead of asking for a quote. Starter runs $49 a month for 145 try-ons, and unused try-ons don’t carry over to the next month. Growth, Scale, and Enterprise cover more volume as your traffic grows. Same setup on Shopify, WooCommerce, BigCommerce, or a custom storefront.
Merchants who pick Closku tend to care about the same three things. One, they want shoppers to trust what they see on the product page. Two, they want to own the setup: a script they place themselves, not an app they wait on someone else to approve. Three, they want a straight answer about what’s live today: CSV catalog, one script, no automatic sync yet, and no App Store listing yet. That’s a real trade-off, and we’d rather tell you now than have you find out after you sign up.
If a one-click App Store install and live catalog sync matter more to you right now, that’s a fair call, and a good reason to look at other options. We wrote up that comparison in Closku vs Genlook. If what you want instead is clear pricing, a quick CSV-and-script setup, and try-on that lives right on the product page you already have, that’s what Closku is built for.
Setup: CSV + one script
There’s no hidden install process and no App Store review to sit through. Here’s the path we walk merchants through every day:
- Export your product catalog from Shopify (CSV).
- Import it into Closku. We match up names, SKUs, and images.
- Paste one script on your storefront so “Try It On” shows up on your product pages.
You can knock this out in one sitting. Make an account, add a handful of products, paste in the script. A lot of merchants start small, hero SKUs, bestsellers, or whatever comes back the most, then bring in the rest of the catalog once the loop feels right on a live page. You don’t need every variant live on day one to know whether shoppers will actually use it.
When your catalog changes, you re-import. That’s the trade you make for skipping live sync, and it’s the same whether you’re running this on Shopify today or adding another storefront later. Everything you need to run it day to day is in the docs.
Honest limit
There’s no live store sync right now, and Closku isn’t a Shopify App Store or marketplace app yet. You bring in products through a CSV and add the script yourself. When your catalog changes, you re-import it. That’s a real cost in time, and we’re saying it plainly here so nobody gets surprised by it after launch.
We work this same way across Shopify, WooCommerce, BigCommerce, and custom storefronts, same CSV-plus-script setup on all of them. If your team won’t touch a theme file without an app store review and automatic sync already built in, this isn’t ready for you yet. If you can paste a script and refresh a CSV when your inventory or photos change, it’s ready now.
We also won’t make up return-rate numbers or App Store rankings to sell this to you. What the product page does is simple: let shoppers try the garment on before they pay for it. What that does to your return rate depends on your catalog, your traffic, and how your shoppers use it, not on a number we made up for a landing page.
Who it’s for
This is for Shopify apparel merchants who want shoppers to try clothes on themselves before checkout, without waiting on a marketplace listing to get approved. It’s for teams that care more about whether the product page builds confidence than whether an app has a badge next to its name. And it’s for stores that already export CSVs for other tools and won’t blink at doing it here too.
It’s also for merchants who are done trying to solve fit with another photoshoot. A new lookbook still won’t show a medium-sized shopper how a blazer sits on their shoulders. Try-on will. The campaign photo still sells the brand, Closku sells the decision. And if you’re a small team that wants to start with a dozen high-return SKUs before importing everything else, that’s a normal way to launch, not a shortcut.
Starter is $49/month for 145 try-ons, and unused ones don’t roll over. Check pricing for what Growth, Scale, and Enterprise look like. Setup details are in the docs. If your catalog doesn’t fit the usual export, or you’ve got onboarding questions, email hello@closku.com. Or start with the homepage demo and watch the loop in action before you touch a single theme file.