Ads can report spend today but cannot tell brands what to promote next.
Brands need a clear next product choice, while recommendations need enough evidence to avoid steering scarce spend toward weak listings.
Who you’d be doing this for
“I’ve got thirty products and one budget, and every week someone asks why we backed that SKU.”
Daisuke Tanaka · Wholesale Sales Manager
Owns retailer acquisition and Ads spend for a specialty food brand with a wide wholesale catalog.
What is at stake
Similar ad budgets are producing sharply different retailer-order outcomes, and many brands keep promoting their broadest catalog items. You must weigh useful product recommendations against thin evidence and the risk of misdirecting constrained spend.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- brand actionability vs. recommendation uncertainty
- fast experimentation vs. causal proof
- catalog breadth vs. promotion precision
- explanation clarity vs. model complexity
Why Faire
Ads is a brand growth surface where catalog content and retailer behavior can guide wholesale acquisition spend.
Written with these in mind
Not your kind of problem? 33 more at Faire, 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.