GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / FUNDAMENTAL STATE / POINT IN TIME

DRCT · Mar 31, 2026

Direct Digital Holdings, Inc.. A multidimensional configuration derived from the filing available at this observation—never a composite score or recommendation.

STATE CAPABILITYLEVEL 3[email protected]
Inspectable configuration

State dimensions

Filing0001628280-26-035698General Corporate
Debt relative to revenue6thOwn-history percentile · N=16
Evidence method

Level · gp.fundamentals.debt_to_revenue

2.17% · OPTIONAL · VALID

Operating cash generation38thOwn-history percentile · N=16
Evidence method

Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue

-15.72% · OPTIONAL · VALID

Revenue growth50thOwn-history percentile · N=12
Evidence method

Yoy · gp.fundamentals.revenue

-18.11% · CORE · VALID

Gross margin75thOwn-history percentile · N=16
Evidence method

Level · gp.fundamentals.gross_margin

33.86% · CORE · VALID

Operating margin6thOwn-history percentile · N=16
Evidence method

Level · gp.fundamentals.operating_margin

-48.67% · CORE · VALID

SBC intensity71thOwn-history percentile · N=14
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

2.74% · OPTIONAL · VALID

As-filed lineage

Fundamental state history

Each observation is tied to the filing and facts available at that report date. Amendments remain separate.

History18 statesSelf-history eligible
Period transition

What moved in the state?

Balance Sheet Leverage Decreased
Previous
35.02%
Current
2.17%
Delta
-32.85%
Cash Generation Increased
Previous
-25.67%
Current
-15.72%
Delta
9.95%
Growth Increased
Previous
-44.30%
Current
-18.11%
Delta
26.19%
Margin Increased
Previous
30.03%
Current
33.86%
Delta
3.83%
Profitability Decreased
Previous
-42.53%
Current
-48.67%
Delta
-6.14%
Sbc Intensity Decreased
Previous
4.24%
Current
2.74%
Delta
-1.50%
Self-history only

Previous similar states

Similarity compares compatible valid dimensions from this issuer's own point-in-time history. No market-return claim is attached.

Not enough compatible prior states for a transparent self-history match.
Research Graph

Related governed research

Method Percentiles and historical matches use only observations available at each point in time. Missing dimensions remain missing. Public price outcomes and cross-market analogues are deliberately absent.