Know what’sreal
Truora is an intelligent system that reads between the lines of every headline, checking claims and sources so you can trust what’s real and feel a little more at ease online.
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About Truora
An intelligent system built to tell real news from fake
Truora started as a project to close a simple gap: manual fact-checking can’t keep up with how fast misinformation spreads online. Instead of relying on a single model or a gut check, Truora combines several machine learning approaches with explainable AI, so every verdict comes with a reason you can actually see, not just a label.
70K+ articles
Trained on ISOT, LIAR & FakeNewsNet
5 models compared
From Naive Bayes to fine-tuned BERT
Every verdict explained
Powered by LIME & SHAP
Features
What you get with Truora
Every check is fast, explained, and measured against news Truora has never seen before.
Instant verdict
Paste any headline or article and get a Real or Fake label with a confidence score in seconds.
See the reasoning
A LIME/SHAP breakdown shows the exact words and phrases that drove the verdict, not just a score.
Built for developers
A FastAPI backend serves the same predictions as a REST API, so you can drop Truora's checks into your own tools.
Tested beyond the lab
Benchmarked against freshly scraped articles from publishers never seen in training, to keep closing real-world gaps.