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Increasing friction on unsanctioned web scraping and automated access is a structural headwind for firms that buy or build large-scale scraped feeds; expect the marginal cost-of-acquisition for alternative-data teams to rise by a low-double-digit percentage within 6–12 months as publishers double down on bot mitigation and monetize APIs instead. That increases recurring revenue visibility for bot-management/CDN vendors and raises operating costs and legal/compliance spend for small quant shops that lack contracts with publishers. Second-order winners include vendors that provide server-to-server data pipes, WAF/bot-management modules, and enterprise proxies — demand shifts from ad-hoc scraping toward paid, authenticated feeds. This change compresses the edge of players who relied on low-cost scraping (short-lived signals) while lengthening signal durability for licensed datasets, creating a two-speed market in alternative data economics over the next 12–24 months. Catalysts that could amplify adoption: a few high-profile publisher API rollouts, industry cobenefits from standardized S2S tracking, or regulatory actions clarifying permissible scraping. Reversal risks include an open-source evasion arms race, rapid commoditization of stealth tools, or swift emergence of a low-cost industry proxy marketplace; those would re-lower acquisition costs inside 3–9 months. Consensus is likely underestimating how quickly publishers will monetize authenticated access. Market pricing today still treats bot-mitigation as a niche line item; we view it as a reallocation of publisher revenue toward tech vendors, which favors scale players and raises durable margins for those vendors over a 12–24 month window.
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