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Sites moving to aggressive bot mitigation convert a low-friction market for public-web scraping into a two-sided market where licensed data and anti-bot tooling capture most of the surplus. That raises the marginal cost of obtaining the same signals via scraping — expect scraping ops’ total cost (proxy: compute + proxy + engineering) to rise 2-5x and drive 20-30% margin compression for small alt‑data vendors over the next 6–12 months as they either buy licensed feeds or invest in brittle anti-detection engineering. Winners are not just bot‑management vendors; they include data licensors and incumbents who can monetize authenticated, contractually-licensed feeds (pricing power shift). Cloud/CDN providers that bundle mitigation and telemetry (Cloudflare, Akamai) will sell higher-margin services and cross-sell observability and firewall layers, while larger data platform vendors that already own first-party relationships (Verisk/RELX) can raise prices with little churn over 12–24 months. Key reversals are policy and browser actions: aggressive regulation limiting fingerprinting or a legal precedent declaring broad scraping permissible would quickly re-open the low-cost scraping channel and compress margins for the security stack. Watch commercial contracts (renewal cycles) and a handful of high-traffic publishers offering low-cost paid APIs as 1–3 month catalysts that could either accelerate contracted-data adoption or blunt the anti-bot premium.
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