Our methodology
Preserve the insight. Correct the record.
We do not reduce complex videos to a single score. Each meaningful claim is evaluated according to its evidence, age, context, and practical consequences.
Still valuable
Supported and useful under current conditions.
Partially valuable
Contains durable insight but requires limits or corrections.
Outdated
May once have been accurate but no longer reflects present conditions.
False
Contradicted by reliable evidence.
Unverifiable
Cannot be confirmed from the evidence available.
Opinion
A judgment or preference rather than a checkable factual claim.
How a review is produced
- Identify the video’s important factual and strategic claims.
- Separate checkable claims from predictions, advice, and opinion.
- Check time-sensitive statements against current primary or authoritative sources.
- Preserve durable ideas, even when parts are outdated or overstated.
- Explain the practical risk of relying on incomplete information.