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Edge and application-layer security vendors (CDN + bot mitigation + zero-trust) are the latent beneficiaries: they can turn a UX friction vector into a recurring SaaS revenue stream by upselling signal enrichment and edge compute. Expect incremental ARPU expansion of 5-12% for best-in-class vendors that productize mitigation + analytics within 6-12 months, because publishers will pay to preserve usable traffic while preserving ad quality. Publishers and programmatic ad stacks that cannot implement low-friction verification risk immediate eCPM declines of 10-25% as measured buyers reprice inventory for bot contamination; smaller adtech players lacking first-party identity solutions are most exposed. Over 12-36 months this dynamic favors platforms that control identity/consent (walled gardens, CDPs) and commoditizes low-margin ad-routing, concentrating value toward security/identity vendors and large platforms with first-party data.
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