The seasonal auction rule improves modeled revenue and may break advertiser return targets.
Higher clearing prices protect platform revenue, while constrained advertisers need bids that still honor target ROAS.
Who you’d be doing this for
“Finance asked me for the return forecast, and the model now says our target could move mid-flight.”
Latif Myint · Retail Media Manager
Owns a seasonal sponsored campaign budget for a national packaged-food brand.
What is at stake
A new mapping models 9% more revenue, yet 14% of constrained campaigns may miss ROAS targets. You must weigh seasonal auction efficiency against a hard-to-reverse change in advertiser economics.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- auction revenue vs target ROAS
- modeled gains vs verified outcomes
- seasonal speed vs irreversible market behavior
- uniform mechanics vs budget-tier fairness
Why Instacart
Bidding and pacing systems translate advertiser budgets and target ROAS into millions of auction actions during grocery demand peaks.
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.