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Data integrity

Verified before it reaches you.

Anyone can assemble a page of numbers. The hard part — the part that decides whether a brief is worth trusting with a career decision — is making sure every one of those numbers is true. At Footnote, not a single figure reaches you or the public until it has been traced to a named source, checked against the original record, and confirmed. We are not in the business of compiling plausible-sounding data. We are in the business of being right.

Six standards every figure has to clear.

A purpose-built verification system enforces these at every stage — from the moment a source is read to the moment a brief is sealed. The methods are ours; the standard is yours to hold us to.

01

Primary sources, or nothing

We read the record at its origin — SEC filings, U.S. Department of Labor datasets, federal court dockets, state layoff notices. Never an aggregator, a scraped profile, or an anonymous review.

02

Every figure keeps its receipt

A number exists in a brief because a named, public document says so. We hold the source it came from — the filing, the docket, the dataset row — and we hand it to you as a link you can open yourself.

03

Grounded to the exact words

When a figure is drawn from a document, it has to appear in that document, verbatim. If the words aren't there, the number doesn't ship. A paraphrase never becomes a fact.

04

Attribution is exact, never approximate

Records are matched to a company by hard identifiers, not a fuzzy name guess. Attributing one company's lawsuit or wage case to another is not a rounding error — it is a falsehood, and our system is built to make it impossible.

05

A label that matches what it measures

Every field says exactly what it is. Dollars owed are dollars owed, not a count of cases. We refuse the quiet lie of a truthful number wearing the wrong name.

06

Silence is made loud

When a source goes dark, our system does not shrug and publish an empty space that reads like “nothing to report.” A gap is flagged as a gap. Absence is never allowed to masquerade as zero.

2.1 million+

certified federal wage records, cross-checked and queryable

47

U.S. jurisdictions of layoff (WARN) filings, refreshed daily

100%

of a sealed brief's claims trace to a source you can open — ungrounded, it doesn't ship

The lines we won't cross

Integrity is as much what we refuse to do.

We don't buy scraped people-data.

What appears in a brief, we can point to. Nothing enters it from a data broker.

We don't guess a thin record.

When the public record is sparse or lagging, we say so — rather than manufacture confidence it can't support.

We don't let a broken pipeline look quiet.

A failed source raises an alarm to a human. It is never dressed up as a calm, empty result.

We don't publish what we can't stand behind.

We would rather withhold a number than ship one we haven't confirmed against the source.

“If we can't point to where a number came from, it doesn't belong in front of you.”

Data integrity · Footnote