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The push to more aggressive bot/traffic filtering and stricter client-side checks will act like a one-time haircut to programmatic supply: expect measured impressions to drop in pockets by roughly 5–15% within 1–3 months as publishers and ad exchanges tighten rules and reclassify invalid traffic. That concentrated shrinkage will increase CPMs for verified, first‑party inventory by 10–30% short term, advantaging large walled gardens and publishers with strong identity graphs. Infrastructure and security vendors that can front‑end this change (CDNs, edge compute, bot‑management suites) will capture incremental enterprise spend — think recurring SaaS bookings and higher TCVs over 6–18 months — while supply‑side platforms and exchange models that monetize scale (SSPs/SSPs-lite) face margin compression and potential revenue declines of 10–25% if they cannot prove traffic quality. A secondary effect: increased adoption of server-side header bidding and latency‑minimizing solutions will shift traffic from client-side vendors to CDNs and edge compute providers, raising their throughput and monetization trajectories. Risks that could reverse this dynamic include rapid improvements in automated human‑like browsing (reducing the efficacy of current filters), regulatory pushback against opaque bot‑blocking that causes user friction, or large publishers absorbing the shortfall by lowering floor prices. Timeframes to watch: immediate KPI deltas in 30–90 days (impressions, bid density), material P&L re‑rating in 3–12 months, and structural market share shifts to walled gardens over 1–3 years.
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