For investors, recruiters and M&A teams

Pre-deal entity intelligence, with evidence you can cite

A defensible read on what AI engines, the public web, and proprietary surfaces are saying — with provenance and drift history attached to every signal.

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Cross-surface consensus

Where AI engines, news, community and reviews agree (and where they don’t) — surfaced explicitly rather than averaged away.

Drift surveillance

30/60/90-day narrative drift with the source category that moved first. Catches changes before they hit your inbox.

Decision survival probability

Query the AI engines under real decision pressure and measure whether the entity survives or is displaced.

Audit-grade evidence

Every claim has a source, a timestamp, and a confidence band. Defensible in IC, in court, in front of LPs.

Workflow sub-pages

Investors

Screen a pipeline against AI narrative health, drift velocity, and survival probability before the IC meeting.

Recruiting

Background a candidate or a counter-offer employer with cross-surface authenticity readings.

M&A

Pre-LOI target profile + 30/60/90-day drift surveillance during diligence.

Use case: /use-cases/due-diligence