Marketplace · Food delivery
Courier incentives overlapped organic supply in dense zones.
This marketing & margin audit identified $74k in wasted annual spend in a Marketplace business, evidenced, senior reviewed, and delivered in 7 days.
The business
A food delivery platform paid peak time courier incentives to guarantee coverage during busy periods, a standard tool for balancing supply against demand. The incentives were applied broadly across zones and time bands, and because service levels held up, whether every incentivized slot genuinely needed the bonus was never tested against actual courier availability.
What triggered the audit
Incentive spend kept rising while service levels stayed flat, hinting the bonuses were paying for coverage that already existed. The audit compared incentive payouts against real time courier availability by zone and time band, testing where the bonuses genuinely closed a supply gap and where they simply topped up couriers already working.
What the audit found
A large share of the courier incentives were paying for coverage the platform already had. In dense urban zones with a deep, reliable courier pool, peak time bonuses were being paid to couriers who would have worked those hours regardless, because the incentive was applied by broad time band rather than by actual, real time supply gap. The bonuses genuinely mattered in thin zones and edge cases, but across dense areas they were largely redundant, topping up couriers already on the road rather than attracting any new coverage. Because service levels held and incentives were managed at a broad level, the redundant spend was invisible. Matched against real availability, roughly $74k a year of courier incentives were paying for supply that needed no incentive at all.
What we changed
Retargeted courier incentives to the specific zones and time bands with a genuine, measured supply gap, rather than applying them across broad peak windows.
Tied incentive triggers to real time availability, so bonuses fire only when coverage is actually short in a given area at a given moment.
Cut the redundant incentives in dense zones with deep courier pools that reliably hold coverage without any bonus at all.
Instrumented incentive spend against service levels by zone, so redundant payouts stay visible and controllable rather than growing unchecked.
The result
The published chart shows incentives paid into already full dense zones falling from 22% to 3%, a 19 percentage point decrease. The published material says service levels were protected, but it does not provide a separate service level series for the measured period. $74k a year recovered by paying courier incentives only where coverage is genuinely short, an annual figure equal to 12× the $5,950 Audit + Sprint fee. For any delivery or logistics operator, broad band incentives are the leak: in dense zones they top up couriers already working, adding cost without adding supply. If your bonuses fire by time band rather than real time gap, you’re likely paying for coverage you already have. A fixed fee audit matches incentives to actual availability in days, protecting service levels while cutting the redundant spend.
From kickoff to signed off findings: 7 days.
What the client said
$74k a year of wasted spend cut in 7 days
Courier bonuses paid into already full zones: 22% → 3%
“Incentive spend rose while service levels stayed flat. Alex matched bonus payouts against real time courier availability by zone: in dense areas we paid couriers who would have worked anyway. Bonuses now fire only where coverage is short.”
Alex PopSenior Auditor · signed this audit off