The order of plan choices is pulling approved shoppers away from checkout completion.
A faster path to selection protects completed orders, while stable repayment and fraud performance protect the economics behind those orders.
Who you’d be doing this for
“I got approved, opened the options, then just went back to my card because it felt unclear.”
Bina Shah · Online shopper
She is approved for an interest-free plan while buying home goods through a platform-partner merchant.
What is at stake
Approved checkout completion fell from 83% to 78% after plan ordering changed. You have to weigh a quick presentation correction against proof that it preserves repayment and fraud performance.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- checkout completion vs plan mix economics
- rapid correction vs causal evidence
- partner confidence vs unsupported promises
- shopper clarity vs choice breadth
Why Affirm
Interest-free plan checkout performance determines whether approved shoppers and major platform partners realize value from the payment option.
Written with these in mind
Not your kind of problem? 33 more at Affirm, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.