Cancellation clawbacks can turn a “good” travel campaign into a weak month

Cancellation clawbacks can turn a “good” travel campaign into a weak month

Travel is sold before it is consumed, so the payout often arrives before the trip is finished. That creates a simple risk: if the booking gets canceled, the commission can be reversed later. Hotel, flight, tour, and insurance offers all handle this differently, but the problem is the same.

Plan for clawbacks before you scale:
— Track net approved revenue, not gross approvals
— Keep a reserve for delayed reversals
— Separate fast-payout offers from high-cancel inventory
— Watch source quality, not just EPC
— Build a history of cancellation by traffic segment

The worst mistake is optimizing on first-payout numbers only. A campaign with strong approval rates can still underperform if cancellations cluster around a specific device, geo, or keyword set. If you do not tag traffic cleanly, you cannot see which placements create reversed commissions. That makes every future test noisier.

Use a simple rule: if the offer has a long booking-to-stay gap, assume some part of the payout is provisional. Budget and report against that assumption, and your cash flow stays more stable.