Smarter browsing starts with the truth

Fake News Detector 101 helps you verify online articles instantly using advanced AI.

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Verify before you believe

Real-time AI analysis that evaluates the accuracy, bias, and reliability of online information — empowering you to read smarter and stay informed, without compromising your privacy.

Smart Content Review

Examines articles for tone and manipulation to flag misleading content.

Instant Credibility Rating

Displays AI-based trust scores instantly while you browse.

Trusted Source Detection

Highlights credible domains and verified citations.

Explainable Insights

Provides plain-language explanations for every AI decision.

Confidence Score

Shows how confident the system is in each analysis.

Privacy Built-In

All checks happen locally — no data leaves your browser.

Works on Major News Outlets

Fake News Detector 101 integrates seamlessly with leading publishers for real-time credibility analysis and source validation.

BBC logo Reuters logo AP logo New York Times logo The Guardian logo NPR logo CNN logo Washington Post logo Bloomberg logo Al Jazeera logo Berita Harian logo Harian Metro logo Sinar Harian logo Kosmo logo Utusan logo

Expanding support for more global and verified news outlets soon.

Dataset & AI Training Insights

Fake News Detector 101 is trained using two major datasets: an extensive English-language dataset of 44,898 articles and a Malay Fake News Dataset of 37,592 samples. Together, they provide multilingual robustness across global and Malaysian contexts.

Total Articles (English)

0

Fake News (English)

0

True News (English)

0

Total Articles (Malay)

0

Fake News (Malay)

0

Real News (Malay)

0

Articles by Category (English Dataset)

Politics News — 11,272 articles
World News — 10,145 articles
General News — 9,050 articles
Politics — 6,841 articles
Left News — 4,459 articles
Government News — 1,570 articles
US News — 783 articles
Middle East — 778 articles

Malay Dataset Details

Total Words — 16,195,904
Average Sentence Length — 430.83 characters
Maximum Sentence Length — 991 characters
Vocabulary Size — 186,873 unique words
Pre-trained Vector Words — 60,562

Combined, both datasets empower the model's Natural Language Processing (NLP) capabilities across English and Bahasa Melayu — strengthening accuracy, bias detection, contextual understanding, and misinformation recognition across diverse global and Malaysian news ecosystems.

Premium User Experience

Unlock deeper insights with advanced features built for users who want more control, context, and confidence in every scan.

Full Report Feature

View Full Report

Get detailed breakdowns for every analysis — see evidence sources, tone mapping, and credibility highlights for complete transparency.

History Scan Feature

History Scan

Revisit your scan history anytime. Compare reports, monitor trends, and track your online reading patterns safely and privately.

✨ More premium features are coming soon — including AI-driven summaries and deeper fact verification tools.