For media & forensic journalists
Claim vs. evidence, with the receipts
See which market stories are gaining structural support and which are decaying — with the filing contradictions, coordination signatures, and research evidence attached.
The problem
The story is everywhere; the evidence is buried in a 200-page filing. You need the contradiction, the source, and the citation — fast and defensible.
How Market Scholar helps
What you get
Claim-integrity flags
Filing contradiction, omission cascade, coordination, overvalued anchor — surfaced per company, with conviction.
Contradicted by the filings
When a narrative drifts hard from the disclosures, the exact contradiction is quoted from the filing.
Evidence premise check
For science-driven claims (efficacy, trials, approvals), a per-claim verdict against peer-reviewed research — with citations.
A linked evidence corpus
Every read carries its sources, so your story stands up to scrutiny.
Start here