Bayan analyzes Arabic news articles using AI to detect bias, measure neutrality, and surface transparency indicators — instantly.
Arabic-speaking readers consume news from dozens of sources — regional papers, state broadcasters, independent outlets, and social media. The difference in framing between these sources is vast, but rarely visible to the naked eye.
Bayan was built to make that difference visible. By applying large language models to Arabic text, we can detect the subtle signals of bias that humans often miss: the choice of adjective, the missing quote, the emotional frame wrapped around a fact.
We are a two-person team building a prototype focused on honest, accurate, and explainable analysis. Bayan is not a fact-checker — it is a neutrality mirror.
Bayan processes your article through a pipeline of AI-powered checks, returning a structured report in seconds.
Paste any Arabic news article text directly into the analyzer. No account required to get started.
Our LLM analyzes sentiment, loaded language, emotional tone, and framing patterns in the article.
Get a 0–100 neutrality score, bias indicators, loaded phrases, and an AI-generated Arabic summary.
Built for journalists, researchers, and readers who care about where information comes from.
Every article receives a 0–100 score. Higher means more balanced. The score is calculated across multiple dimensions — not just sentiment.
Bayan flags emotionally charged words and persuasive phrases that can subtly shift how a story is perceived — even in neutral-seeming articles.
One-sided sourcing, missing perspectives, and selective framing are surfaced individually, so you know exactly where the imbalance comes from.
Every analysis ends with a 1–2 sentence Arabic-language summary of the findings. Designed to be shared, saved, and acted on.
Bayan is not a translation of an English tool. The AI model is prompted with Arabic-language context, RTL text handling is native throughout the UI, and the analysis accounts for the specific rhetorical patterns found in Arabic media.
Paste any Arabic article below. The result is generated in real time.
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