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Estd. 2026

GFO

Get the
Fact Out.

Score consultancy predictions against the evidence. Upload a report, get a credibility score with cited sources.

Invite only access. Ask for access.

Trust first credibility scoringScroll

Three steps from claim to verdict.

01

Submit a report

Paste text, drop a URL, or upload a PDF. We auto detect the firm, title, and year.

02

Confirm predictions

Claude extracts candidate claims. You keep, edit, or remove the ones worth scoring.

03

Score with evidence

Web search gathers sources, then composes a credibility score with cited reasoning.

Every verdict shows its work.

A composite credibility score, three sub scores, the reasoning behind the call, and every source consulted. Re evaluate at any reference date to track how a prediction is holding up.

McKinsey, 2021

The Future of Work after COVID 19

Mixed

Credibility

52/100

Specificity

70

Accuracy

45

Calibration

50

Evidence first, every time.

Three sub scores

Specificity, accuracy, calibration. Composite weight is admin tunable.

Source citations

Every verdict links the sources Claude consulted, dated.

As of any date

Re evaluate a prediction at any reference date to see the trajectory.

Gallery

Browse public reports.

See how other consultancy reports have scored. Every report is linked to its evidence.