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

BNED · Aug 2, 2025

Barnes & Noble Education, 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

Filing0001634117-26-000007General Corporate
Debt relative to revenue70thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.debt_to_revenue

62.00% · OPTIONAL · VALID

Capex intensity70thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.capex_revenue_ratio

1.36% · OPTIONAL · VALID

Operating cash generation20thOwn-history percentile · N=10
Evidence method

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

-24.66% · OPTIONAL · VALID

Revenue growthRAWCurrent state valid · history insufficient
Evidence method

Yoy · gp.fundamentals.revenue

4.08% · CORE · NOT_ENOUGH_HISTORY

Inventory pressure90thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.inventory_revenue_ratio

146.10% · OPTIONAL · VALID

Gross margin20thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.gross_margin

20.20% · CORE · VALID

Operating margin20thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.operating_margin

-8.45% · CORE · VALID

SBC intensity100thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

0.92% · 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.

History15 statesHistory building
Period transition

What moved in the state?

Balance Sheet Leverage Increased
Previous
7.05%
Current
62.00%
Delta
54.96%
Capex Intensity Increased
Previous
0.88%
Current
1.36%
Delta
0.48%
Cash Generation Decreased
Previous
-5.84%
Current
-24.66%
Delta
-18.82%
Growth Increased
Previous
-6.63%
Current
4.08%
Delta
10.71%
Inventory Pressure Increased
Previous
20.47%
Current
146.10%
Delta
125.62%
Margin Decreased
Previous
23.09%
Current
20.20%
Delta
-2.89%
Profitability Decreased
Previous
1.09%
Current
-8.45%
Delta
-9.54%
Sbc Intensity Increased
Previous
0.37%
Current
0.92%
Delta
0.56%
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.