Fallacy

TRUTH IS NOW A COMPETITIVE ADVANTAGE

AI for your newsroom

From authenticating photos to automation and powering trusted syndication, Fallacy equips publishers to thrive in the era of AI-generated content.

Differentiate with verified content

Show readers your journalism is authentic. Cryptographic proof builds trust, and trust builds retention.

Monetize originality

As AI models scrape everything, verified reporting becomes scarce and valuable. Own the data that powers tomorrow’s stories and license it with confidence.

Move faster, report deeper

Fallacy’s tools surface connections across government records, maps, and social data so your reporters spend less time searching and more time reporting.

Built for every newsroom

Local News

Local outlets are closest to the truth, but stretched thin. Fallacy automates the groundwork: property filings, permits, campaign donors, and emergency reports, ready to query and verify.

Break more stories with fewer resources. Build community trust that drives subscriptions.

National & Investigative

Fallacy connects data across large organizations so national desks can see everything in one place. Reporters can move from research to publication with greater speed and accuracy.

Data becomes your edge. Verified content becomes your moat.

The new economy of truth

Generative models have flooded the internet with synthetic content. For publishers, this is both a threat and an opportunity. The newsrooms that can prove originality — and monetize their verified archives — will define the next era of journalism.

License verified data

Sell original reporting to AI and research firms under your own terms.

Originate more news

Automated discovery surfaces overlooked patterns. Find new leads, new angles, and new stories.

Rebuild public trust

Show your audience what’s real, verifiable, and human-made. Every verified photo is a signal of integrity.

Investigative data maps

Fallacy Desk — Connect data, uncover stories

  • • Map together filings, GIS data, corporate records, and social posts.
  • • Query complex relationships in plain English to reveal hidden patterns.
  • • Break more exclusives by surfacing anomalies competitors miss.
  • • Keep data private and auditable with newsroom-grade security.
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Verified media

Fallacy Frame — Prove authenticity at scale

  • • Cryptographic proof for every photo.
  • • Preserve full editorial freedom — crop, resize, blur, grayscale — without losing verification.
  • • Build a trust layer that signals to audiences and partners: this is authenticated journalism.
  • • Verify videos in the future.
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Distribution network

Fallacy Wire — Monetize the truth economy

  • • Distribute verified content to AI companies through an API.
  • • Earn recurring revenue every time your assets are licensed or queried.
  • • Integrate directly into your CMS.
  • • Enable new sources of revenue.
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Partner with Fallacy to future-proof your newsroom

Join the growing network of local and national publishers securing their reporting for the AI era. Fallacy’s tools make truth a business asset.

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