No direct competitor ships our full stack in production. A true competitor would require ZK proofs of ad delivery, on-device contextual matching, blockchain anchoring, and RTB integration. No one has all four.
Customers rely on three alternatives today.
First, legacy ad verification. DoubleVerify and Integral Ad Science (~$1.4B combined 2025 revenue) dominate independent verification spend post-Moat's exit. They verify using heuristics and ML — statistical inference, not proof. Adalytics reports, Congressional scrutiny, and DOJ inquiries have highlighted systemic gaps. Our wedge: cryptographic proofs replace probabilistic guesswork.
Second, Privacy Sandbox and clean rooms. Google Privacy Sandbox, LiveRamp, and Snowflake are the cookieless default. These systems rely on aggregation and differential privacy noise, not per-impression verification. We win where advertisers need proof an ad was served, not an estimate.
Third, crypto-native ad networks. HypeLab, Coinzilla, Persona, AdEx, and Alkimi provide targeting and delivery, but no verification layer. This is our beachhead — crypto-native CFOs cannot justify unverifiable spend.
The closest architectural overlap is Brave Software's THEMIS/BOOMERANG protocol, which explores zero-knowledge proofs verified on-chain. However, it is research-stage, browser-locked to the Brave ecosystem, and not integrated into RTB infrastructure. Brave itself describes it as primarily a research effort. FTO analysis on Brave's EP4143694B1 patent is on our pre-funding diligence list.
AdPriva is the only stack that is simultaneously cryptographically verifiable, privacy-preserving on-device, RTB-integrated, and publicly verifiable on-chain. Legacy platforms (Google Ad Manager, DoubleVerify, IAS) have RTB integration but lack cryptographic verification and on-chain auditability. Privacy browsers (Brave) offer on-device privacy but lack RTB integration and production-grade verification. Web3 ad networks (AdEx, Alkimi, HypeLab) lack all four.