Paying for lead volume invites adverse selection

Paying for lead volume invites adverse selection

When a program rewards raw lead quantity, it inadvertently runs a textbook adverse-selection problem: the partners cheapest to attract are those producing the lowest-fit leads, and they crowd out quality-focused partners who can't compete on volume.

The economics:
— A per-lead bounty is most attractive to high-volume, low-cost lead sources — incentive sites, broad list-buys, low-intent traffic.
— Sales drowns in unqualified volume; cost-per-acceptable-lead quietly climbs even as cost-per-raw-lead falls.
— Quality partners, who produce fewer but better leads, earn less and disengage. The roster degrades toward the cheapest source.

The fix — price on accepted quality, not delivered quantity:
— Pay on sales-accepted leads or qualified opportunities, with a published acceptance rubric.
— Introduce a quality-adjusted rate: a partner's effective payout scales with their historical acceptance rate.
— Cap or throttle payouts from sources whose acceptance rate falls below a floor.

Caveat: acceptance rates can be gamed by sales reps who reject inconvenient leads. Audit rejection reasons to keep the rubric honest in both directions.

Open question: does your incentive structure attract the partners you want, or merely the ones cheapest to attract?