For asset & research managers
Due diligence that scales to your whole universe
Separate the durable thesis from the manufactured one before you build a position or write the memo. Every company, scored against its filings, six times a day.
The problem
Coverage outpaces capacity. You can’t read every filing against every claim — but the narrative risk hides exactly in that gap.
How Market Scholar helps
What you get
A verdict, with its reasons
Structurally Supported, Narrative Risk, or Trap — each resolved from verification, drift, coordination, and decay, with the components exposed.
Fair-value divergence
A prudent fundamentals anchor flags where price has run ahead of — or behind — the filings.
The forensic dossier
Per-company: claims vs. SEC filings, recent narratives with contradictions surfaced, and the decay curve.
Monitor your list
Watch your universe for narratives turning against the filings — before the print.
Start here