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The page-level bot block is a microcosm of a broader shift: publishers and platforms are accelerating deployment of JavaScript-based fingerprinting and server-side bot mitigation, which raises the effective cost of large-scale web scraping by an estimated 3x–10x and moves many alt-data flows from near-real-time to daily/weekly windows. Over the next 6–18 months expect a bifurcation: firms that run at web scale (CDNs, WAFs, bot-management vendors) will capture pricing power while ad-hoc scrapers and small alternative-data shops see margin compression and higher engineering overhead. Second-order supply-chain effects matter. As scraping becomes costlier and legally riskier, hedge funds and analytics shops will shift toward paid partner APIs, commercial data licensing, and first-party telemetry — favoring cloud data platforms and API orchestration vendors that can monetize structured ingestion. This raises switching costs and makes data-level SLAs a bargaining chip: expect multi-year contracts to rise in prevalence and average contract value (ACV) to tick up meaningfully against spot-scrape models. Catalysts and reversal vectors are concrete: a major publisher roll-out or two (top 20 global sites) within 3–9 months would crystallize vendor revenue upgrades and force alt-data consolidation; conversely a regulatory/antitrust intervention or browser vendor rollback (Chrome privacy changes) over 6–24 months could restore scraping economics. The most plausible tail risk is an arms race where residential proxy/reseller networks and human-in-the-loop scraping restore access — that would blunt vendor pricing power but increase legal/regulatory exposure for scrapers. The consensus risk is directional but underestimates durability: vendors with integrated CDN/WAF/bot stacks can convert customers to managed ingestion and expand ARR with gross margins north of 70%, making current multiples on the leaders look defensible if adoption accelerates. This is not binary — expect a multi-year re-pricing of data sourcing economics rather than a single quick win.
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