Crypto, Web3 & Fintech Founders
Scam accusations, rug-pull threads, and deepfake endorsement videos are now AI-canonized across search and generative engines.
One Reddit rug-pull thread or a single X/Twitter FUD campaign can spread to news sites and aggregators within hours — then AI answer engines repeat the unverified allegation as settled context.
Five pressure points unique to crypto, web3 & fintech founders.
Reddit & X FUD amplification
Unverified 'rug pull' accusations spread from obscure subreddit to news aggregators to AI summaries within 72 hours — nearly impossible to correct.
Regulatory headline SERP-lock
SEC investigation, CFTC warning, or exchange delisting indexed as the top 3 results — community and partners see enforcement before context.
Deepfake endorsement scams
Bad actors generate AI video of founder endorsing fake exchanges or tokens — circulates in communities as proof of compromise.
AI-synthesized false consensus
Perplexity/ChatGPT training data included scattered allegations that now appear as factual basis for AI-generated summaries about founder credibility or token mechanics.
The disciplines we typically run for crypto, web3 & fintech founders clients.
Online Reputation Repair
Reclaim the first page of your name with content that survives Google's quality raters and AI summaries.
Read protocol Helios ProtocolAI Reputation Management (ChatGPT & Perplexity Defense)
ChatGPT, Perplexity, and Gemini now answer about you. We defend the paragraph they produce — line by line.
Read protocol Sentinel ProtocolDeepfake & Synthetic Media Removal
Identify, document, and remove non-consensual deepfakes, synthetic voice clones, and AI-generated impersonations from every platform in 48 hours.
Read protocol Sentinel ProtocolAI Deepfake & Synthetic-Media Monitoring
Synthetic voice, face-swapped video, and AI-generated articles published in your name — detected, traced, and taken down with court-grade evidence chains.
Read protocolDeFi protocol founder defends against coordinated deepfake and social FUD campaign.
A major DeFi protocol faced a coordinated attack: a deepfake video 'endorsed' a scam fork, Reddit threads claimed insider exit-scam data, and news sites picked up the allegations. Perplexity summarized the controversy as 'credible community concerns.' The Aperture Protocol removed deepfake content from video platforms, built authentic founder narrative on transparent dev blog and audit reports, and worked with AI platforms to correct training-data misrepresentations. Liquidity recovered from 6-hour panic sell-off within 2 weeks. Downstream partnerships valued the protocol at +$42M relative to pre-attack fair market.
See all case studiesThe standing engagement opens with a private call.
A single conversation, signed under non-disclosure, with the principal who would own your matter. You leave with a printed posture assessment and the engagement letter, whether or not you retain us.