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AI Study Reveals Long-Term Impact of Crypto Hacks on Brand Reputation

AI Study Reveals Long-Term Impact of Crypto Hacks on Brand Reputation

First seen 13 Nov 2026, 15:42 UTC • •

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ThreatCluster AI
ThreatCluster •November 13, 2026 at 15:43 UTC
  • •AI tools retain information about crypto hacks for years, impacting brand reputation.
  • •Crypto brands often fail to communicate recovery efforts after hacks, leading to misinformation.
  • •ICODA's study provides Crisis Memory Scores to assess the long-term visibility of hacks.

ICODA's study highlights how AI tools like ChatGPT and Claude retain information about crypto hacks for years, affecting brand reputation. The study analyzed responses to questions about crypto brands that suffered hacks, revealing that AI often mentions past incidents but frequently omits details about recovery efforts. For instance, all 12 responses to 'Is Bybit safe?' referenced the $1.5 billion hack from February 2025, with only a minority noting that users did not lose money. Similarly, Kelp DAO's April 2026 exploit was mentioned in 92% of neutral responses, despite users being fully reimbursed. The findings suggest that crypto brands need to proactively communicate their recovery efforts to mitigate long-term reputational damage. The study assigns Crisis Memory Scores to brands based on how often hacks are mentioned in AI responses, with Kelp DAO scoring 92 and Bybit scoring 72. The report emphasizes the importance of documenting recovery actions within the first 30 days post-hack.

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Timeline

2025-02-21
Bybit suffers $1.5 billion hack
Attackers stole $1.5 billion from Bybit, the largest crypto theft at the time. Bybit restored user funds within 72 hours.
icoda.io
2026-04
Kelp DAO exploit occurs
Kelp DAO experienced a significant exploit, leading to a loss of approximately $292 million, but users were fully reimbursed.
markets.businessinsider
2026-11-13
ICODA releases Crisis Memory study
ICODA published findings on how AI tools report on crypto hacks, emphasizing the need for brands to document recovery efforts.
markets.businessinsider

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Common questions

How do AI tools affect brand reputation after a hack?
AI tools retain information about hacks for years, often highlighting past incidents while omitting recovery details.
What should crypto brands do post-hack?
Brands should document their recovery efforts clearly and make this information accessible to AI tools within the first 30 days.
What is a Crisis Memory Score?
The Crisis Memory Score measures how frequently a brand's hack is mentioned in AI responses, reflecting its long-term impact on reputation.