The playbook for fighting margin compression as you scale
Every scaled campaign decays. Here's the checklist I run when ROI starts sliding from green to gray.
The setup
Campaign was +30%, now drifting toward +8% at higher spend. Classic compression.
The move
Work the levers in this order (cheapest fix first):
— Refresh creatives. Frequency over 2.5 usually means fatigue. New angle, same offer.
— Exclude the worst placements/sub-IDs. Pull the report, cut the bottom 20% of sources by ROI.
— Renegotiate payout. At volume, ask the manager for a bump. A $1 raise on a $14 offer is ~7% margin back, free.
— Add a fresh geo to dilute the saturated one.
— Last resort: lower bid and accept less volume at better margin.
The numbers
Creative refresh recovered +6%. Cutting bottom sub-IDs added +4%. A negotiated $1.50 payout bump added the rest. Back to +21%.
The lesson
Compression is rarely one cause. Pull levers in order of cost, the payout bump is the most overlooked and the cheapest.
What I'd do differently
Ask for the payout bump earlier, managers reward volume you already have. Illustrative numbers.
Arb Files
@ArbFiles