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J&J Snack Foods (JJSF): analysis traps
Where its figures could mislead a reader, and what to check before taking them at face value · Data: Q3 FY26, to Jun 27, 2026, filed Aug 6, 2026; rules v1.1
J&J Snack Foods (JJSF): 0 rules of 10 triggered on the filings to Jun 27, 2026. 2 to review; 2 not applicable. Each is a question to verify, with the normal explanation that would produce the same figures.
Check these first
Adjusted profit = economic profit To review · confidence low
Adjusted EPS was 10% or more above GAAP in 2 of the last 3 quarters: read the reconciliation before taking the adjusted figure.
A precise DCF value = the true value To review · confidence high
The DCF's point value is 37.35 a share (price 89.83); 72% of it is the terminal value, a number about years no one has seen. Moving operating margin by ±3 pts alone takes it from 9.81 to 64.90; across every method the research ran the range is -201 to 210. 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 high
Free cash flow did not rise ($99M → $82M): the trap does not arise.
The figures and how they are read
| Fiscal year before | FY24 |
| Fiscal year | FY25 |
| Operating cash flow, year before | $173M |
| Operating cash flow | $165M |
| Capex, year before | $74M |
| Capex | $83M |
| Free cash flow, year before | $99M |
| Free cash flow | $82M |
| Change in FCF | −$17M |
| Change in capex | $9M |
| Working capital: change in its cash contribution | $4M |
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: FY25 (cash flow statement, fiscal year) · FY24 (cash flow statement, fiscal year before)
A07 Stock compensation added back = no economic cost Not triggered confidence high
Stock compensation is 0.4% of revenue: small enough that adding it back changes little.
The figures and how they are read
| Fiscal year | FY25 |
| Stock compensation | $6M |
| Revenue | $1.6B |
| SBC / revenue | +0.4% |
| Buybacks | $8M |
| Buybacks / SBC | 1.3 |
| Diluted shares, year before | 19.4M shares |
| Diluted shares | 19.5M shares |
| Diluted shares: change | +0.5% |
SBC / revenue from the cash flow statement's add-back; the diluted weighted share count year over year; buybacks from the financing section
Source: FY25 (stock compensation, buybacks and the diluted share count, fiscal year)
B02 Receivables growing = future cash is certain Not triggered confidence medium
Receivables grew 2% against revenue -6% in Q3 FY26; DSO 42 against a median of 43: collections are keeping pace with sales.
The figures and how they are read
| Quarter | Q3 FY26 |
| Revenue, year over year | -6.2% |
| Receivables, year over year | +2.2% |
| Quarter before | Q2 FY26 |
| Revenue y/y, quarter before | -3.2% |
| Receivables y/y, quarter before | +2.8% |
| Days sales outstanding | 41.5 |
| DSO, median of eight quarters | 43.3 |
| Receivables | $211M |
| Revenue | $426M |
receivables and revenue against the same quarter a year earlier; DSO = receivables / quarterly revenue × days, against the median of the eight quarters before
Source: Q3 FY26 (receivables and revenue) · Q3 FY25 (the same quarter a year earlier)
B08 Adjusted profit = economic profit To review confidence low
Adjusted EPS was 10% or more above GAAP in 2 of the last 3 quarters: read the reconciliation before taking the adjusted figure.
The figures and how they are read
| Quarter / adjusted EPS / GAAP EPS / gap | 2025-12-31 / 0.33 / 0.05 / 0.848; 2026-03-31 / 0.4 / 0.09 / 0.775; 2026-06-30 / 1.96 / 1.88 / 0.041 |
| Quarters with adjusted ≥ 10% above GAAP | 2 |
| Quarters compared | 3 |
| Latest gap | +4.1% |
the analysts' 'actual' (usually the company's adjusted EPS) against GAAP net income ÷ diluted shares for the matching quarter; a gap of 10% or more counts (the stand-in until three releases' reconciliation tables are on file)
Source: 2025-12-31 (adjusted 0.33 vs GAAP 0.05) · 2026-03-31 (adjusted 0.40 vs GAAP 0.09) · 2026-06-30 (adjusted 1.96 vs GAAP 1.88)
What would show the trap does not apply
- The reconciliation shows the excluded items ending (a restructuring with its final charge, a settlement paid) and the gap to GAAP closes in the next quarters
- The excluded items are only amortisation of acquired intangibles and the cash paid for the deals is in the investing cash flow
Look again: next filing.
C02 Low net debt = no refinancing risk Not triggered confidence medium
$29M comes due within a year, 5.3× covered by cash and investments of $63M plus $92M of free cash flow.
The figures and how they are read
| Cash and investments | $63M |
| Debt | $57M |
| Net debt | −$6M |
| Due within a year | $29M |
| Read from | the current portion of debt on the balance sheet |
| Free cash flow, twelve months | $92M |
| Cash plus free cash flow | $155M |
| Coverage of what is due | 5.3 |
| Due in the second year | — |
| Balance sheet date | 2026-06-27 |
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: 2026-06-27 (debt maturities, cash and investments)
D03 EPS growth = profit growth Not triggered confidence high
EPS fell 17% and net income fell 20% in Q3 FY26; the share count fell 4.0%: EPS growth follows profit growth.
The figures and how they are read
| Quarter | Q3 FY26 |
| Quarter before | Q3 FY25 |
| EPS, year before | $2.27 |
| EPS | $1.89 |
| Net income, year before | $44M |
| Net income | $35M |
| Diluted shares, year before | 19.5M shares |
| Diluted shares | 18.7M shares |
| EPS growth | -16.8% |
| Net income growth | -20.2% |
| Diluted shares: change | -4.0% |
| eps from profit | -$0.46 |
| eps from share count | $0.08 |
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: Q3 FY26 (net income, diluted shares, EPS) · Q3 FY25 (the same quarter a year earlier)
E02 Low P/E at a cyclical peak = undervalued Not triggered confidence medium
Net income of $49M is not at a cyclical high against the last eight years (median $79M, best $104M): the P/E of 34.2× is on a normal year.
The figures and how they are read
| market value | $1.7B |
| net income ttm | $49M |
| pe ttm | 34.20 |
| net income median fy | $79M |
| pe mid cycle | 21.30 |
| net income peak fy | $104M |
| years | FY18 / 104.0; FY19 / 95.0; FY20 / 18.0; FY21 / 56.0; FY22 / 47.0; FY23 / 79.0; FY24 / 87.0; FY25 / 66.0 |
| down years in window | 4 |
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 FY26 (net income, trailing twelve months)
E07 A precise DCF value = the true value To review confidence high
The DCF's point value is 37.35 a share (price 89.83); 72% of it is the terminal value, a number about years no one has seen. Moving operating margin by ±3 pts alone takes it from 9.81 to 64.90; across every method the research ran the range is -201 to 210. The value is a range; the decimals are not information.
The figures and how they are read
| dcf value | 37.35 |
| price | 89.83 |
| terminal value share | +71.8% |
| swing by input | Operating margin / ±3 pts / 9.81 / 64.9; WACC / ±1 pt / 31.48 / 46.29; Revenue growth (each year) / ±5 pts / 31.3 / 44.69; Capex (share of revenue) / ±1 pt / 34.31 / 40.4 |
| range all methods | -201.28; 209.5 |
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
- A stable, mature business with a narrow range of outcomes, where the point value is a fair summary
- The inputs that matter most are themselves well known (a regulated return, a long contract)
What to look for in the filing
- Which input you believe differs from the research's and why
- What the price implies for growth (the reverse DCF on the fair-value page)
What would show the trap does not apply
- The DCF's value is robust to the terminal growth and discount rate (the range's low end is still above the price)
- The company's cash flows over the next three years track the DCF's early years
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 → J&J Snack Foods: 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.