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Williams Companies (WMB): analysis traps

Where its figures could mislead a reader, and what to check before taking them at face value · Data: Q3 2026, to Sep 30, 2026, filed Nov 2, 2026; rules v1.1

Williams Companies (WMB): 1 rule of 10 triggered on the filings to Sep 30, 2026: low net debt = no refinancing risk. 2 to review; 1 with insufficient data; 2 not applicable. Each is a question to verify, with the normal explanation that would produce the same figures.

Check these first

Low net debt = no refinancing risk Triggered · severity high · confidence medium

$1.3B of debt comes due within a year against $203M of cash and investments and no free cash flow to add: $1.1B short, to be refinanced or raised. Net debt of $30.6B says nothing about when the debt falls due.

Innocent reading: A committed, undrawn credit facility covers the gap (not visible in the balance sheet).

Low P/E at a cyclical peak = undervalued To review · confidence medium

Net income of $3.2B is at a high against a median of $2.0B over eight years; at 24.4× the market is not pricing it as cheap, but a multiple on this year's profit still understates the mid-cycle one (38.6×).

A precise DCF value = the true value To review · confidence high

The DCF's point value is 26.03 a share (price 64.61); 95% of it is the terminal value, a number about years no one has seen. Moving wacc by ±1 pt alone takes it from 14.68 to 44.29; across every method the research ran the range is -7 to 403. The value is a range; the decimals are not information.

Innocent reading: A stable, mature business with a narrow range of outcomes, where the point value is a fair summary.

Every rule

A01 FCF growth = the business improved Not triggered confidence medium

Free cash flow rose $1.1B to $474M; working capital and lower capex explain 16% of it, so most of the gain is in operating cash flow itself.

The figures and how they are read
Fiscal year beforeFY2024
Fiscal yearFY2025
Operating cash flow, year before$5.0B
Operating cash flow$5.9B
Capex, year before$5.6B
Capex$5.4B
Free cash flow, year before−$624M
Free cash flow$474M
Change in FCF$1.1B
Change in capex−$174M
Working capital: change in its cash contribution−$5M
Of which: capex cut$174M
Of which: working capital released0.00
Share of the increase that need not repeat+15.8%
Operating cash flow before working capital: change929000000.00

FCF = operating cash flow − cash capex; ΔFCF = ΔOCF − ΔCapEx; the working-capital part is the change in the cash-bridge items (receivables, inventory, payables, accruals), with the sign of the cash flow statement

Source: FY2025 (cash flow statement, fiscal year) · FY2024 (cash flow statement, fiscal year before)

A07 Stock compensation added back = no economic cost Not triggered confidence high

Stock compensation is 0.8% of revenue: small enough that adding it back changes little.

The figures and how they are read
Fiscal yearFY2025
Stock compensation$93M
Revenue$11.9B
SBC / revenue+0.8%
Buybacks0
Buybacks / SBC0.0
Diluted shares, year before1,223.0M shares
Diluted shares1,225.0M shares
Diluted shares: change+0.2%

SBC / revenue from the cash flow statement's add-back; the diluted weighted share count year over year; buybacks from the financing section

Source: FY2025 (stock compensation, buybacks and the diluted share count, fiscal year)

B02 Receivables growing = future cash is certain Not triggered confidence medium

Receivables grew 26% against revenue 10% in Q2 2026; DSO 54 against a median of 53: collections are keeping pace with sales.

The figures and how they are read
QuarterQ2 2026
Revenue, year over year+9.8%
Receivables, year over year+25.9%
Quarter beforeQ1 2026
Revenue y/y, quarter before-0.6%
Receivables y/y, quarter before-5.9%
Days sales outstanding54.3
DSO, median of eight quarters53.2
Receivables$2.0B
Revenue$3.1B

receivables and revenue against the same quarter a year earlier; DSO = receivables / quarterly revenue × days, against the median of the eight quarters before

Source: Q2 2026 (receivables and revenue) · Q2 2025 (the same quarter a year earlier)

B08 Adjusted profit = economic profit Insufficient data

no reconciliation table read from the releases yet and fewer than three quarters with both an adjusted and a GAAP EPS

C02 Low net debt = no refinancing risk Triggered severity high · confidence medium

$1.3B of debt comes due within a year against $203M of cash and investments and no free cash flow to add: $1.1B short, to be refinanced or raised. Net debt of $30.6B says nothing about when the debt falls due.

The figures and how they are read
Cash and investments$203M
Debt$30.8B
Net debt$30.6B
Due within a year$1.3B
Read fromthe debt maturity table
Free cash flow, twelve months−$108M
Cash plus free cash flow$203M
Coverage of what is due0.1
Due in the second year$2.0B
Balance sheet date2026-06-30

due within a year from the maturity table (else the current portion of debt), against cash and investments plus free cash flow over the last twelve months (zero if negative); no credit lines assumed

Source: FY2025 (debt maturities, cash and investments)

What would explain it innocently

What to look for in the filing

What would show the trap does not apply

Look again: next filing.

D03 EPS growth = profit growth Not triggered confidence high

EPS rose 51% and net income rose 51% in Q2 2026; the share count rose 0.1%: EPS growth follows profit growth.

The figures and how they are read
QuarterQ2 2026
Quarter beforeQ2 2025
EPS, year before$0.45
EPS$0.68
Net income, year before$546M
Net income$827M
Diluted shares, year before1,224.0M shares
Diluted shares1,225.0M shares
EPS growth+51.3%
Net income growth+51.5%
Diluted shares: change+0.1%
eps from profit$0.23
eps from share count$0.00

EPS and net income against the same quarter a year earlier; the EPS bridge attributes the change to profit first, then to the share count (the order is fixed and disclosed)

Source: Q2 2026 (net income, diluted shares, EPS) · Q2 2025 (the same quarter a year earlier)

E02 Low P/E at a cyclical peak = undervalued To review confidence medium

Net income of $3.2B is at a high against a median of $2.0B over eight years; at 24.4× the market is not pricing it as cheap, but a multiple on this year's profit still understates the mid-cycle one (38.6×).

The figures and how they are read
market value$79.2B
net income ttm$3.2B
pe ttm24.40
net income median fy$2.0B
pe mid cycle38.60
net income peak fy$3.2B
yearsFY2018 / -155.0; FY2019 / 850.0; FY2020 / 211.0; FY2021 / 1517.0; FY2022 / 2049.0; FY2023 / 3179.0; FY2024 / 2225.0; FY2025 / 2618.0
down years in window2

P/E on the trailing twelve months' net income against the P/E on the median net income of the last eight fiscal years (a mid-cycle stand-in); 'at a peak' = this year's profit at or above 90% of the best year and at least 1.3× the median

Source: Q3 2026 (net income, trailing twelve months)

What would show the trap does not apply

Look again: next filing.

E07 A precise DCF value = the true value To review confidence high

The DCF's point value is 26.03 a share (price 64.61); 95% of it is the terminal value, a number about years no one has seen. Moving wacc by ±1 pt alone takes it from 14.68 to 44.29; across every method the research ran the range is -7 to 403. The value is a range; the decimals are not information.

The figures and how they are read
dcf value26.03
price64.61
terminal value share+94.9%
swing by inputWACC / ±1 pt / 14.68 / 44.29; Revenue growth (each year) / ±5 pts / 14.98 / 39.36; Operating margin / ±3 pts / 20.94 / 31.12; Tax rate / ±5 pts / 21.8 / 30.26
range all methods-6.56; 403.05

the DCF's point value against the share of it that is the terminal value and the value at each input moved by one step (growth ±5 pts, WACC ±1 pt, margin ±3 pts …); the range across every method the research ran

Source: 2026-11-08 (valuation research)

What would explain it innocently

What to look for in the filing

What would show the trap does not apply

Look again: next filing.

J06 A bank's low P/E and high profit = safe Not applicable

not a bank

J08 A REIT's low net income = the dividend is unsafe Not applicable

not a REIT

What the statuses mean

Triggered: the filings show the pattern; read the normal explanations and the missing evidence before concluding anything. To review: one quarter or a weak signal; a reader's judgement, not a pattern. Not triggered: the pattern is absent on these figures. Insufficient data: the filings read so far do not hold what the rule needs; this is not a clean bill. Not applicable: the rule is not meant for this kind of company (a bank's working capital, a loss-making quarter's EPS growth). Out of date: the latest filing is more than fifteen months old.

Severity is what the pattern could mean for cash, value or solvency; confidence is how reliable the inputs and the reading are. The two are kept apart.

Record a view

A reader's judgement, grounds, what would change it and the next review; kept in the browser (needs JavaScript).

Every rule and the companies it triggers on → Williams Companies: cash flow → Earnings quality score →

Each rule reads the company's own filings by a fixed formula and says what would explain the same figures innocently. A triggered rule is a question to verify, not a finding of manipulation, and not a view on the stock. Missing data is shown as missing, never as clear. Not investment advice.