1,900+ companies · verified from SEC filings

Peer benchmarks we can actually stand behind.

Benchmark any of the 1,907 US public operating companies we cover against sector peers — eight guaranteed core metrics across five fiscal years, computed from SEC XBRL filings with a citation on every number. Where public data runs out, we say so. We never guess.

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1,907
covered operating companies
18
sectors, apples-to-apples peers
8
guaranteed core metrics
$249
per pack · one business day
Honest by design

We'd rather cover 1,907 companies well than "any ticker" badly.

Not every US-listed company has clean, comparable data — foreign filers use different standards, financials and REITs don't fit these metrics, and new listings lack the history. So we built a coverage map from live SEC data and only sell what we've verified.

✓ What we cover

  • US operating companies with ≥3 years of standard SEC (us-gaap) filings
  • All 8 core metrics present and computable
  • 1,907 companies across 18 sectors — searchable, sector-matched

— What we don't (yet)

  • Banks, insurers, REITs — different metrics; a separate product later
  • Foreign private issuers (IFRS/20-F) and recent IPOs without history
  • Any company whose filings don't cleanly support the core set
The metric set, made definite

Guaranteed core. Honest extended.

Core · guaranteed for every covered company
RevenueRevenue growthOperating marginNet marginFCF marginCapex % of revenue+ 5-yr trend+ percentile vs peers
Validated present for ≥3 fiscal years before a company enters our universe. If we sell you a pack, these are there.
Extended · where the company discloses it
Gross marginSG&A %R&D %Effective tax rateNet debt / EBITDACash conversion cycleAccruals ratioBuybacks + dividends
Shown where the filing supports them. A blank means "not disclosed" — never an estimate. That honesty is the product.
Why the numbers hold

AI never does the math. Code does.

Every figure is computed deterministically from filed XBRL values; the model only writes the narrative. Fiscal periods are matched by end-date. Golden-company tests run on every build. And a written corrections policy in every pack: any figure that doesn't match its cited filing, we verify and reissue free.

$249 · per pack

You reserve your exact set — and you're not charged until we've confirmed we can deliver every number in it.

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