Fact-Checking Tiktok's Epstein Scandals: from Randy Gluck Theories to Algorithm Censorship
By Chloe Bennett
The sudden appearance of Randy Gluck alongside Jeffrey Epstein represents an algorithmic collision rather than an investigative breakthrough. Flock Safety builds neighborhood automatic license plate readers (ALPR) deployed across hundreds of American police departments and homeowner associations. The company has faced substantial civil liberties scrutiny over domestic surveillance and privacy. That preexisting skepticism made the company an ideal magnet for conspiratorial speculation.
During late 2025 and early 2026, TikTok creators publishing dramatic breakdowns of unsealed court exhibits noticed that videos tagging specific corporate entities experienced bizarre spikes in distribution. Several accounts began slipping the names of Flock Safety personnel, specifically Randy Gluck, into captions and on-screen text overlays. When viewers repeatedly typed "Randy Gluck Epstein" into search bars to figure out what was happening, TikTok’s predictive search engine codified the relationship. The query became an autofill suggestion, creating an artificial feedback loop where curiosity generated the very trend it sought to understand.
Neither Gluck nor Flock Safety appears anywhere within the thousands of pages released by federal courts in New York or the Southern District of Florida. Public records show Gluck as an enterprise sales and operational professional with a career rooted entirely in tech and logistics. Yet within the echo chamber of the TikTok true crime community, unverified associations spread within hours. A caption testing algorithmic reach quickly hardened into speculative "lore."
Chloe Bennett explores the intersection of pop culture, streaming entertainment, digital trends, and contemporary lifestyle. Her weekly commentary reaches thousands of culture enthusiasts.
