Of 9 measured SaaS checkout tests, 7 won and 2 lost, and the most useful pattern is that small, focused changes won while changes that removed the buyer's choice or shouted louder lost.
All nine come from company, agency and tool case studies, including Nitro, PayU, OnSwitch, Uptowork, a VWO case study and MarketingExperiments research.
That is a small sample, so read each result as a lead worth testing on your own checkout, not as a rule.
What a SaaS checkout has to do
By the time a buyer reaches checkout, they have picked a plan.
The checkout's job is to take the payment with as little doubt and effort as possible, and, where it fits, to grow the order.
That gives SaaS teams three levers to test: remove friction, add reassurance, and offer a relevant add-on. The nine results here touch all three.
Offer styling. OnSwitch ran two tests on how offers look, with opposite results.
Biggest measured wins
Nitro has the largest numbers. Moving ordering inside the app, followed by two years of checkout tests, produced +88% daily conversion, and in-app ordering is now about 30% of revenue.
That is a programme of changes, not a single test, so treat it as proof that checkout work compounds.
Smaller changes also won. PayU's removal of the email field lifted checkout rate by +5.8%, and OnSwitch showed 'Best Value' text in red instead of green for +5.6% sales.
The same team won with a quiet colour change on 'Best Value' text, so the lesson is that emphasis helps a label but can hurt when the whole offer starts to feel pushy.
Remove any field you do not need to take the payment, as PayU did with email.
Keep the choices buyers use to decide, such as plan term. Cutting them can cost far more than the friction they add.
Add a recognised security badge near the payment step and measure it.
Offer one relevant add-on or a larger pack at checkout, then watch average order value, not just conversion.
Test the wording and colour of a single label before redesigning the whole offer.
Check results by region: a step that hurts in one market can help in another.
Tools to run these tests
Checkout tests need a tool that can run on the payment step and track revenue, not only clicks.
Several results here, such as Paltalk's, were measured on revenue or order value, so set those as your main metrics before you start.
Because checkout traffic is lower than landing page traffic, plan for longer test run times.
Questions
What should a SaaS team A/B test first on checkout?
Start with removing fields you do not need.
PayU dropped the email field from checkout and saw a 5.8% lift in checkout rate.
After that, test a security badge and a relevant cross-sell, measured on revenue or order value.
Can removing options from a SaaS checkout hurt conversion?
Yes. In a MarketingExperiments test, removing the subscription-length choice cut conversion by about 40%.
Remove friction, but keep the choices buyers use to decide.
Do upsells work on SaaS checkouts?
In these results they did. Nitro's in-app cross-sells lifted average order value by 21%, and a VWO case study of Paltalk's bigger credit pack pop-up added USD 3,900 in revenue.