Source Evaluator for Media Literacy
Media literacy education has never been more important (or more difficult to teach. Students encounter thousands of information sources daily across social media, news sites, video platforms, and messaging apps, and most have no systematic method for evaluating what they see. The AI Source Evaluator is purpose-built for media literacy instruction: it applies lateral reading, the SIFT framework, and professional fact-checking methods to any news source, social media post, or online claim) generating a credibility analysis that teaches students to verify information before sharing it and to recognize the difference between news reporting, opinion commentary, and misinformation.
How Media Literacy Students Use the Source Evaluator
Real classroom scenarios showing how structured source evaluation improves research quality for media literacy students.
Digital citizenship unit: evaluating a viral social media claim
A media literacy teacher assigns a current viral social media claim and asks students to evaluate its credibility before the class discussion. Students either believe the claim uncritically or dismiss it without analysis. The source evaluator generates a lateral reading analysis: who made the original claim, how the claim spread, what independent fact-checkers have said about it, and what primary sources would confirm or refute it. Students learn to move from the claim to independent verification rather than evaluating the source from within itself.
News literacy: comparing coverage of the same story across outlets
A journalism teacher assigns three news articles covering the same event and asks students to evaluate the credibility and perspective of each outlet. Students can identify obvious bias but cannot articulate specific credibility criteria. The source evaluator generates a comparative analysis: editorial standards, ownership and funding, track record on fact-checking, and specific framing choices in the assigned articles. Students develop a vocabulary for discussing media credibility that goes beyond liking or disliking a particular outlet.
Health information literacy: evaluating COVID-era health claims
A health teacher uses the source evaluator in a unit on health misinformation. Students are confident they can identify misinformation but rely on intuition rather than systematic analysis. The source evaluator generates a health claims credibility analysis for five sources making different claims about the same health topic: which claims are supported by peer-reviewed evidence, which are supported by preliminary data, and which make claims that contradict established medical consensus. Students discover that several sources they trusted were unreliable.
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