Bringing AI in at Faire

Choose the next retargeting test while repeat orders stall

Published Oct 22, 2026

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

The setting

runs an online wholesale marketplace that connects independent retailers with small brands and suppliers. is the side where product brands sell wholesale to retailers, from onboarding and listings to fulfillment and payouts.

Retargeting needs faster next-test decisions without turning spend choices over to a recommendation.

Retailer re-engagement calls for sharper experiments, while attribution evidence must remain strong enough to defend each spend decision.

Who you’d be doing this for

“My retailer list keeps asking what happened after that first order, and I’ve got no useful answer.”

Manuela Ferreira · Wholesale Sales Manager · a character in this brief

Runs retailer acquisition and repeat-order growth for a consumer-product brand selling through the marketplace.

What is at stake

Retailers who placed a first order are not returning despite follow-up ads. You must decide where the system's proposed test stops and the strategist's choice of audience, message or offer begins.

Why it isn’t already fixed

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

  • test volume vs attribution clarity
  • retailer relevance vs channel-level signals
  • expected movement vs evidence limits
  • repeat-order growth vs paid efficiency

Why Faire

Brand growth tools depend on helping wholesale sales managers bring retailers back for repeat marketplace orders.

Written with these in mind

forward deployed engineerapplied AI systems designergrowth analytics engineer

Not your kind of problem? 59 more at Faire, 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 Faire. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.

  • Senior Product Marketing Manager (opens in a new tab)
    • Spend real time with customers and bring their POV into strategic conversations.
    • PMMs partner closely with Product, Design, Marketing, and Revenue to shape programs from the ground up, develop positioning and messaging, lead GTM strategy, and drive awareness and adoption.
  • Head of Paid Marketing (opens in a new tab)
    • Build a best-in-class retargeting/remarketing program to drive incremental marketplace GMV and re-engage lapsed retailers and brands
    • Own and scale global paid acquisition across both sides of the marketplace (retailers and brands) to $xxM annually while hitting target payback/efficiency thresholds; act as the primary executive stakeholder for paid performance

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 figuring out which problem is actually worth solving.

The same setting, from another role

Each is set around Faire’s Faire for Brands, 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 find the real question hiding behind incomplete evidence and choose a reversible next step instead of guessing.