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Applied AI·July 17, 2026·1 min read

TikTok is testing an AI likeness detection tool

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AI likeness detection moving into TikTok’s workflow means platforms are starting to operationalize deepfake governance at scale — but only for creators who opt in. Brands and public figures should assume fragmented protection for now and maintain their own monitoring for impersonations across platforms.

Applied AI

Meta’s AI bots drain publisher pockets with 9 billion Q2 2026 requests at host expense while returning ZERO traffic — as ChatGPT claims 88% of AI referrals

Nine billion Meta AI bot hits in a quarter with zero traffic back while ChatGPT owns 88% of AI referrals is a brutal reminder: most AI crawlers are pure cost centers for publishers. If content is part of your funnel, you need an AI-era robots.txt, rate limits, and a strategy to convert AI-surface exposure into direct demand.