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

DRCT · Sep 30, 2023

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

Filing0001558370-23-018620General Corporate
Debt relative to revenueRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.debt_to_revenue

37.79% · OPTIONAL · NOT_ENOUGH_HISTORY

Operating cash generationRAWCurrent state valid · history insufficient
Evidence method

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

2.51% · OPTIONAL · NOT_ENOUGH_HISTORY

Revenue growthRAWCurrent state valid · history insufficient
Evidence method

Yoy · gp.fundamentals.revenue

128.87% · CORE · NOT_ENOUGH_HISTORY

Gross marginRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.gross_margin

19.76% · CORE · NOT_ENOUGH_HISTORY

Operating marginRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.operating_margin

7.56% · CORE · NOT_ENOUGH_HISTORY

SBC intensityRAWCurrent state valid · history insufficient
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

0.41% · OPTIONAL · NOT_ENOUGH_HISTORY

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
64.02%
Current
37.79%
Delta
-26.23%
Cash Generation Increased
Previous
0.06%
Current
2.51%
Delta
2.45%
Growth Increased
Previous
66.52%
Current
128.87%
Delta
62.35%
Margin Decreased
Previous
28.45%
Current
19.76%
Delta
-8.69%
Profitability Increased
Previous
6.37%
Current
7.56%
Delta
1.19%
Sbc Intensity Decreased
Previous
0.59%
Current
0.41%
Delta
-0.19%
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.