FactCheck AI
Full Fact's AI-powered automated fact-checking tool for detecting and flagging repeated false claims. Pricing: Free (Open source tools available; Full Fact is a registered charity). See pros, cons, al
What is FactCheck AI?
FactCheck AI is Full Fact's automated fact-checking tool designed to identify and flag false claims that circulate repeatedly online. Built by Full Fact, the UK's independent fact-checking organisation, it uses machine learning to detect when claims have already been fact-checked and found to be false, then flags them when they reappear. The tool is available as open-source software and runs on a free model, making it accessible to journalists, researchers, and organisations working to combat misinformation. Because Full Fact is a registered charity rather than a commercial company, the tool prioritises accuracy and public benefit over monetisation.
Key Features
Automated detection of repeated false claims across online sources
Machine learning trained on Full Fact's existing fact-checks
Open-source availability for integration into other platforms and workflows
Flagging system that marks claims already identified as false
Integration with Full Fact's database of verified fact-checks
Pros & Cons
Advantages
- Completely free to use, with no premium tier or hidden costs
- Built by an established, independent fact-checking organisation with strong editorial standards
- Open-source code allows customisation and integration into other tools
- Focuses on catching recurring misinformation rather than one-off false claims
Limitations
- Coverage limited to claims previously fact-checked by Full Fact, so emerging or novel false claims may not be flagged
- Requires technical knowledge to implement the open-source version effectively
- Primarily trained on UK-focused content and may be less effective for international claims
Use Cases
Newsrooms checking whether claims in stories have been previously debunked
Researchers studying patterns of misinformation and how false claims spread
Social media platforms or content moderation teams flagging repeated false claims
Educational organisations teaching critical thinking and media literacy
Policy advocates needing to track recurring false narratives in public debate