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  "documentTitle": "Trustpilot Group PLC (TRST)",
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  "presentationDate": "2025-12-04 00:00:00",
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  "notes": "The slide uses specific user names and review counts as evidence of systemic manipulation.",
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      "kind": "callout",
      "text": "Even if some of these reviewers were genuine reviews, Trustpilot clearly allows a distortion of its scores from review spam that can very easily be prevented.",
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      "text": "THE REPORT AND ALL STATEMENTS CONTAINED HEREIN ARE THE OPINIONS OF GRIZZLY RESEARCH...",
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      "text": "A former insider with intimate knowledge of the internal processes claimed that during her/his time at the company the founder touted that the content integrity team is “50 people strong”, while, due to Chinese Wall reasons, staff employees never saw a detailed list of these individuals. However, the insider believed that the team had “6 people at most.”",
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      "kind": "paragraph",
      "text": "Some 5-star reviews on several Trustpilot subscription customers’ pages are just unrelated text or meaningless strings. These reviews do not appear under featured reviews, but they provide 5-star reviews for the statistic. Clearly, Trustpilot doesn’t check if the texts are actual reviews, which can be easily automated with modern AI LLMs. Here are a few examples:",
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      "text": "Many reviewer accounts very obviously aim to prop up certain businesses by leaving reviews in a spam pattern that Trustpilot tolerates. For example, user Jeff Blitstein posted fifteen 5-star reviews for the trading app Trade Algo. We found further accounts that spammed good reviews for Trade Algo: David Long posted fourteen, Ryan Schutte posted eleven; Steven Mazer posted nine; MPH posted seven; Dexter, John W, Adam Becker, Tony Neumeyer, Kirk Keder each posted six; Stephen Puco, Sara Mangum, TREK BIKE SHOP OF NAPLES each posted five; GIL G, Rhonda, jack t Krauser, Michael Zarnott, Nicholas VerSteeg, Yvette W., Steve Ventura each, Jim, John Bailey, Elmer Fudd each posted four.",
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      "text": "Here are a few other examples: ACE Money Transfer receives twenty-four 5-star reviews from user Alhagie Kinteh, twenty-four 5-star reviews and one 4-star review from user Muhamadou Ceesay, eleven 5-star reviews from Qais Mehmood, and many more very good reviews from users like this. TriftBooks receives twenty-seven 5-star reviews from user Henry. Xoom receives eight 5-star reviews from user Carlos Oliveira. Instant Gaming receives seven-teen 5-star reviews from user Alligatoras.",
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      "text": "A former insider with intimate knowledge of the internal processes claimed that during her/his time at the company the founder touted that the content integrity team is “50 people strong”, while, due to Chinese Wall reasons, staff employees never saw a detailed list of these individuals. However, the insider believed that the team had “6 people at most.” — Former Insider",
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      "kind": "title",
      "text": "The “Trustpilot Mafia” – How the Extortion Model Destroys Trustpilot’s Value Proposition",
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      "text": "Repeated Review Spam",
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