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A rise in web gating and aggressive bot detection materially raises the marginal cost of harvesting free web signals. Expect scraping shops and opportunistic quant teams to see their unit cost rise meaningfully — conservatively 2x-5x to maintain parity — which forces either price hikes from alternative-data vendors or falls in sample breadth for small funds within months. Winners will be infrastructure and identity businesses that monetize friction: CDNs, edge-security/bot-mitigation vendors, and identity resolution platforms that offer deterministic access or enterprise APIs. These firms capture recurring, sticky revenue as publishers shift from open HTML to paid APIs or paywalled endpoints; contract renewals and platform consolidation are 6–18 month plays as procurement cycles roll over. Tail risks and catalysts include rapid technical workarounds (resilient residential proxy markets), regulatory pushback on CAPTCHA/anti-bot practices, or major publishers opening commercial APIs that undercut gatekeeping. A reversal is most likely if one or two large publishers offer low-cost, high-volume API access within 60–120 days — that would compress the newly created pricing power almost immediately and re-enable low-cost data access.
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