Affiliate Marketing Industry Grapples with Trust Issues in Estimated Conversions

Affiliate marketing is promoted as a performance‑driven channel that lets brands acquire customers and generate incremental revenue while paying only for measurable actions. Agencies such as Digidarts emphasize data‑centric optimisation, fraud prevention and integrated media buying to maximise return on ad spend.

At the same time, the major affiliate network CJ has introduced a reconciliation model that bills advertisers for estimated transactions that its tracking system failed to capture. CJ estimates a “tracking gap” (for example, 20 % of activity) and adds a charge for the untracked portion, without disclosing the underlying assumptions or evidence. Critics warn that this practice threatens the core promise of pay‑for‑performance, calling for greater transparency and tighter billing standards to preserve trust between advertisers, publishers and networks.