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Politicians & Public Figures

Opposition research, Wikipedia edit wars, and deepfake audio are now as much a search-ranking problem as a legal one.

Opposition research and bad-faith Wikipedia editing used to live in offline consultant files. Today, a single Wikipedia revision spawns news citations, feeds AI training data, and becomes the 'source of record' for AI answer engines within weeks.

Where the attacks come from

Five pressure points unique to politicians & public figures.

Opposition research SERP dominance

Oppo dumps weaponized through partner media outlets index faster than rebuttal — first-page SERP becomes campaign attack ad.

Wikipedia edit-war escalation

Vandals and bad-faith editors control narrative — revert wars damage credibility, and AI systems cite Wikipedia as authoritative even mid-dispute.

Deepfake audio & video attacks

Bad actors release fake audio of controversial statements or compromising video — spreads across social before detection, cited as 'evidence' by news outlets.

AI answer framing of unverified allegations

ChatGPT/Perplexity summarize news cycle accusations as settled fact — 'known for' or 'alleged to' language launders unproven claims into AI-canonized narrative.

47% SERP degradation reversed Branded search reclaimed from oppo campaign · within 90 days
Case study

Congressional candidate defends against coordinated oppo dump and deepfake audio attack.

A general-election candidate faced a coordinated oppo drop: opposition research report shared with 6 sympathetic news outlets, Wikipedia edits flagging 'controversies,' and a deepfake audio clip of 'private remarks.' All indexed within 48 hours; ChatGPT began citing the allegations as context. The Citadel Protocol removed synthetic media from platforms, worked with Wikipedia editors to flag disputed claims, and built authentic earned media through policy positions and community endorsements. Within 90 days, opposition content dropped from 5 of top 10 SERP results. Downstream polling showed 47% reduction in 'unsure' voters citing 'confusing oppo rumors.'

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