Breeze by Juspay A/B testing

A/B test your store on real Breeze revenue.

Breeze completes the order outside Shopify's native checkout, so most testing tools only see the add-to-cart. CustomFit reads orders and revenue from Breeze, so every experiment is measured on completed Breeze orders.

βœ“ Orders read from Juspayβœ“ Variant tagged on every orderβœ“ No-code
How the revenue gets back to your test
1. Shopper sees variant A or B
on your Shopify storefront
2. Checks out in Breeze by Juspay
Shopify's native checkout events stop here
3. Juspay sends the order to CustomFit
order, revenue and AOV
4. Variant written onto the Shopify order
as a cart attribute
The blind spot

Your tests stop counting at add-to-cart.

Breeze is Juspay's one-click checkout for D2C brands, built on Juspay's payments infrastructure. It speeds up checkout for your shoppers, but it also takes the order out of Shopify’s native checkout. Testing tools that rely on Shopify’s checkout events never see the purchase, so a test that lifts add-to-cart but loses orders can still look like a winner.

  • βœ“ Orders and revenue come straight from Juspay
  • βœ“ Every variant judged on completed orders and AOV
  • βœ“ Attribution stays on the Shopify order itself
Breeze by Juspay integration setup β†’
Where the test result comes from
Shopify checkout events onlyEnds at add-to-cart
CustomFit + BreezeEnds at the paid order
What to test

Tests you can run with Breeze by Juspay

Each one is measured on completed Breeze orders, not clicks.

Breeze vs native checkout

Split shoppers between Breeze and Shopify checkout and compare completed orders, AOV and revenue per visitor.

UPI and wallet order

Test the order payment methods appear in, measured on completed orders rather than payment-page visits.

New vs repeat shoppers

Cohort the Breeze experience by new and repeat visitors and compare each group's revenue.

One-step checkout and AOV

Measure whether one-step checkout changes order value, not just completion rate.

Checkout entry points

Test buy-now against add-to-cart and the cart drawer's checkout button, judged on Breeze orders.

Every upstream test

PDP, offer and theme tests all end in a real Breeze order, not an add-to-cart proxy.

How it works

From connection to a revenue verdict

1

Connect the checkout

Link your checkout to CustomFit once. Order and revenue events start flowing in.

2

Build the test

Change the PDP, the offer, or the checkout itself in the no-code editor.

3

Split traffic

Each shopper stays in one variant for the whole visit, through to payment.

4

Call it on revenue

Pick the winner on completed orders, revenue per visitor and AOV.

The short answer

Can you A/B test a Shopify store that uses Breeze by Juspay?

Yes. CustomFit connects to Breeze by Juspay and receives order and revenue events from Juspay directly, so you can A/B test product pages, offers, themes and the checkout itself on completed orders. Each order is tagged with its experience and variant as a Shopify cart attribute, and results can be sent on to GA4.

What CustomFit receives

βœ“Completed Breeze orders
βœ“Revenue and order value per variant
βœ“Variant written onto each Shopify order
βœ“Results forwarded to GA4 if you want them there
FAQ

A/B testing with Breeze by Juspay: common questions

Why can't my A/B testing tool see Breeze orders?

Many testing tools count revenue through Shopify's native checkout events. When a shopper moves into Breeze by Juspay, those events don't fire, so the test often ends at add-to-cart. CustomFit receives order and revenue events directly from Juspay, so the test runs all the way to the paid order.

How does CustomFit attribute a Breeze order to a variant?

CustomFit writes the experience and variant onto each Shopify order as a cart attribute. The attribution stays in your order data, your reports and your ops tools, not only in CustomFit.

What metric decides the winner?

Completed orders, revenue per visitor and AOV, with guardrails on margin. You can also send results to GA4 to analyze variants alongside the rest of your data.

Do I need a developer?

No. You connect Breeze by Juspay once, then build and launch tests in CustomFit's no-code editor.

Will testing Breeze affect cash-on-delivery orders?

No. COD logic is independent of how CustomFit assigns visitors to Breeze variants.

Is Breeze the same as Juspay?

Breeze is the one-click checkout product from Juspay, the payments company. This page covers Breeze checkout.

Other checkouts CustomFit reads revenue from

A/B testing with GoKwikA/B testing with Razorpay Magic CheckoutA/B testing with ShopfloA/B testing with Shiprocket Checkout (fastrr)

Related: Shopify A/B testing Β· price A/B testing Β· shipping A/B testing

See which variant actually sells through Breeze.

We’ll connect Breeze by Juspay and set up your first revenue-measured test on the call.

Built for every D2C category

🧴
Skincare
πŸ’„
Beauty
🌿
Wellness
β˜•
F&B
πŸ‘Ÿ
Apparel
πŸ’
Jewelry
πŸ›‹οΈ
Home
🍼
Baby
Live Β· Right now
Mamaearth β€” free-shipping band +12.4% AOVGIVA β€” festive collection page +34% revenueBellavita β€” PDP CTA test +27.4% CVRKapiva β€” Quiz-driven recs +9.48% CTRThe Sleep Co β€” landing personalized 2Γ— capturesPlum β€” Returning shopper swap +18.2% CVRMamaearth β€” free-shipping band +12.4% AOVGIVA β€” festive collection page +34% revenueBellavita β€” PDP CTA test +27.4% CVRKapiva β€” Quiz-driven recs +9.48% CTRThe Sleep Co β€” landing personalized 2Γ— capturesPlum β€” Returning shopper swap +18.2% CVR