Market Opportunity
Detect affiliate fraud with Stripe-query patterns and automated rules targets a $6.0B = 2M merchants running or likely to run affiliate/referral programs x $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 15% CAGR adoption of affiliate programs and programmatic payments.
Key trends driving demand: Stripe ubiquity - more merchants using Stripe event logs means the signal source is standardized and accessible for SaaS detection.; Affiliate program growth - brands adopt affiliate/referral programs earlier in lifecycle, increasing exposure to low-skill fraud.; Shift to observability - merchants instrument payments and partner events, enabling rule-based detection to be operationalized.; Platformization of partnerships - partner management tools raise expectations for integrated fraud controls..
Key competitors include Stripe Radar, Sift, Impact / Impact.com, PartnerStack, Manual SQL + Stripe Sigma and spreadsheets.