Shape the first-plan relationship metric
A successful first transaction does not always reveal the relationship it begins.
Short-term repeat behavior and durable confidence can point toward different definitions of customer value.
“The first one went fine, but I’m not sure when I’d use it again.”
Trang Susanto · First-time plan user
Recently completed an interest-free purchase and is deciding whether this payment option feels useful for future purchases.
What pulls against what
- repeat use vs. repayment confidence
- observed behavior vs. inferred intent
- external benchmarks vs. product-specific learning
- strategic clarity vs. premature certainty
What is at stake
The team can keep optimizing first-plan volume without knowing what durable customer success looks like. A clear learning direction changes what gets tested next
Why Affirm
At Affirm, this may matter because interest-free plans can shape both immediate purchase flexibility and future repayment expectations.
Written for
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.