Trusted attribution for AI-driven software decisions
Credence is a neutral infrastructure layer that connects AI products and SaaS vendors to verified post-recommendation outcomes—such as activation and retention—so partnerships and revenue can be built on real user impact, not traffic or ads.
Turn AI recommendations into verified outcomes
Credence tracks what happens after an AI recommends a product and verifies downstream outcomes, enabling product and partnership teams to measure real business impact without changing AI ranking, prompts, or decision logic.
A measurable revenue layer for AI platforms
Credence enables AI platforms to operate outcome-based partnerships with SaaS vendors through a shared, neutral verification layer.
Neutral Attribution Infrastructure
A technical layer that records and validates post-recommendation events such as sign-ups, feature use, and retention across vendors.
Outcome-Based Verification
Standardized confirmation of real user actions that qualify partnerships and commercial outcomes.
Decision intelligence for AI teams
Outcome visibility that helps AI product teams understand which workflows and recommendations create real adoption—without embedding vendor bias.
Turn AI-driven discovery into a reliable acquisition channel
Discover how Credence turns AI-driven product discovery into measurable operational and commercial insight for both AI and SaaS vendors.
Verified Outcome Tracking
Track activation, feature adoption and retention triggered by AI-generated recommendations.
Transparent Partnership Metrics
Provide both parties with a shared reconciliation layer for reporting, billing and performance review.
Technical Neutrality
Ensure attribution operates independently of AI ranking, visibility or prompt behavior.
Build scalable, outcome-based partnerships
Credence creates the technical foundation required for AI platforms and SaaS vendors to collaborate safely at scale.
Neutral Outcome Verification
Independent confirmation of commercial and product outcomes across participating vendors.
Transparent Attribution Infrastructure
A shared system of record for AI-originated outcomes used for reporting, invoicing and revenue sharing.
Outcome-Based Partnerships
Enable commercial relationships driven by verified usage and retention rather than sponsored placement or traffic volume.
A shared system of record for AI-driven outcomes
Credence enables AI platforms and SaaS vendors to form measurable, trust-preserving partnerships by verifying real user outcomes after AI-driven recommendations.
