Advertisers can see attributed sales before they can see which spend changed demand.
A usable planning signal needs to be actionable, while causal uncertainty must remain visible in the product experience.
Who you’d be doing this for
“Every planning review starts with the same question: did we grow the category, or just catch shoppers already buying?”
Aditya Srivastava · Retail Media Manager
Plans grocery marketplace media for a CPG portfolio and is asked to defend whether spend created new demand.
What is at stake
Retail media managers can report attributed sales but lack a pre-spend signal for incremental demand. You must weigh an actionable prediction against the risk of overstating what causal evidence proves.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- actionable planning vs causal humility
- offline uplift vs online proof
- early learning vs broad exposure
- attributed sales vs incremental demand
Why Instacart
Ads Manager is where retail media managers set budgets and optimize campaigns against the sales evidence they must defend.
Written with these in mind
Not your kind of problem? 41 more at Instacart, 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.