How VideoFactChecker Works

Learn how VideoFactChecker analyzes videos in 4 steps: transcript extraction, speaker identification, claim extraction, and evidence-based verification.

VideoFactChecker uses a 4-step AI pipeline to fact-check any video. Step 1: We extract the full transcript with timestamps. Step 2: AI identifies who is speaking using context clues and channel metadata.

Step 3: Claims are extracted — factual statements that can be verified. Step 4: Each claim is checked against web sources and known facts, then assigned a verdict: Supported, Mostly Supported, Likely False, Needs Context, or Unverified..

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