Frequently Asked Questions

No. A biased news article can report only accurate, verifiable facts and still be biased. Bias is about how information is selected, emphasised, and framed — not whether individual claims are true.

Framing is how all communication organises information — it is unavoidable. Bias is a systematic skew in framing choices, often unintentional. Propaganda is deliberate, organised manipulation of public opinion using distortion or selective omission in service of a specific agenda. All propaganda is biased, but not all bias is propaganda.

Look for loaded language in headlines and opening paragraphs; check whether sources represent multiple perspectives; ask what facts or context are missing; compare the same story across two different outlets. Tools like Auren can surface these signals automatically.

Media framing refers to the way journalists and editors select, emphasise, and contextualise information when reporting a story. It determines which aspects of an issue are highlighted, which are downplayed, and what interpretive framework readers are encouraged to use.

No. Framing is an unavoidable feature of all communication. The question is whether framing is appropriate, transparent, and balanced for the content type. A well-executed feature story has a strong frame; a hard news report should have a more neutral frame. Framing becomes problematic when it is systematically skewed in one ideological direction.

Emotional language in news refers to words or phrases that carry emotional connotations or implicit value judgments beyond their literal meaning — for example, "regime" rather than "government," or "rioters" rather than "protesters." This language shapes reader perception even when the underlying facts are identical.

Evaluate a news source by examining: its transparency about ownership and editorial standards; its track record of accuracy and corrections; the quality and attributability of sourcing in its articles; and assessments from independent fact-checking organisations. No single indicator is definitive — look for consistent patterns.

No. A credibility score measures historical patterns and article-level signals — how reliably a source has been accurate and how well an article follows sourcing best practices. It cannot verify individual factual claims in real time. A high score indicates strong practice, not guaranteed accuracy.

Missing context refers to information that is absent from a news article but that would significantly change how readers understand or evaluate the reported events — including historical background, baseline data, counterarguments, and affected perspectives that are not included.

Yes. A source can have a consistent political or ideological perspective and still maintain high standards of accuracy, sourcing, and correction culture. Credibility refers to the reliability of factual claims. Bias refers to framing and perspective. They are related but distinct.

Auren analyses: credibility signals (source transparency, attribution quality, publisher track record); bias indicators (language, framing, source selection); emotional tone; missing context and perspective gaps; and narrative patterns. It produces a credibility score, bias score, and framing assessment.

Auren is not a fact-checker. It does not verify whether specific claims in an article are true or false. Instead, it analyses how articles are constructed — their credibility signals, framing choices, sourcing quality, and emotional language — to help readers understand how information is being presented.

AllSides rates the political bias of news outlets on a left-to-right scale. Auren analyses individual articles in real time for credibility, framing, emotional language, and missing context. They serve complementary functions: AllSides for outlet-level political context; Auren for article-level analytical depth.