Bringing AI in at Affirm

Decide when shared shoppers are overlap to exclude or audience to keep

Published Oct 30, 2026

You’re a forward deployed engineer working with Affirm’s marketing team. The team is in the room.

The setting

is a buy now, pay later company that offers installment loans at checkout to shoppers and payment tools to merchants. is the pay-over-time financing that merchants add to their checkout.

A shared shopper represents both campaign opportunity and competing investment.

The home promotion needs relevant reach, while the electronics campaign already carries funded commitments to overlapping customers.

Who you’d be doing this for

“Our finance lead asked how many shoppers we'd reach who aren't already getting another promotion, and I didn't have an answer.”

Marco Ricci · Merchant Payments Manager · a character in this brief

Represents a home merchant contributing to the engagement campaign and asking what additional demand its investment reaches.

What is at stake

A proposed home promotion shares 38% of its sampled audience with an electronics campaign. You decide whether the prototype drops shoppers already in the electronics campaign itself or leaves each shared shopper for a strategist to keep or exclude.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • relevant shoppers vs incremental reach
  • campaign flexibility vs comparable attribution
  • richer interest signals vs permitted data use
  • bespoke brief interpretation vs reusable segment definitions

Why Affirm

Affirm Marketplace activity and Affirm Marketing Solutions campaign commitments describe different sides of the same shopper relationship.

Written with these in mind

Customer-embedded engineersApplied AI workflow buildersData-oriented solutions engineers

Not your kind of problem? 128 more at Affirm, or browse every organization.

Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.

The organization context comes from public information. The situation and characters are written for the brief.

Job postings it was written from

Public descriptions of the work at Affirm. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

  • Partner Marketing Lead (opens in a new tab)
    • You should feel comfortable working across several industries, including home, fitness, electronics, fashion, and omnichannel retail.
    • These campaigns will be designed to drive revenue growth, GMV, customer acquisition, and measurable value for Affirm and our merchant partners.
  • Platform Marketing Lead (opens in a new tab)
    • Build messaging, campaign briefs, content, partner assets, and measurement plans.
    • Define campaign objectives, funnel stages, KPIs, attribution assumptions, and reporting requirements.
  • Group Product Marketing Manager (opens in a new tab)
    • We’re also storytellers: we make complex products easy to understand and give merchants and consumers a clear, compelling reason to choose Affirm.
    • Turn insights from strategic merchants, Revenue teams, research, and performance data into product priorities, go-to-market decisions, and pilot or co-development opportunities.
  • Lead Product Marketing Manager (opens in a new tab)
    • Lead by example in creating an inclusive and growth-oriented environment, promoting open communication, and encouraging others to take risks and innovate.
    • This includes crafting compelling value propositions, developing segmentation strategies, aligning cross-functional stakeholders, and measuring launch success.

Reporting read before this brief was written

The pieces closest to the situation in this brief.

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.

Other live briefs connected to this one, and what connects them.

Similar problems at other organizations

Like this one, each of these is about betting growth on an outside partner or launch.

The same setting, from another role

Each is set around Affirm’s Affirm for Merchants, written for a different role. They’re separate briefs, not the same scenario.

Other problems with a similar purpose

In each of these, as in this one, the aim is to turn observed user friction into a fast, confident decision that visibly restores a better experience.