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AAON · Why this verdict

Why AAON (AAON) is rated SELL

Updated

Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy

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Methodology · Editorial policy & full disclaimer

VerdictSELL
Overall score6.0/10
ConfidenceMEDIUM
MacroRISK_OFF
TrendMatrix Research · core thesis

Engine thesis — one sentence

AAON is an industry growth leader (101% YoY growth) with a 3-of-4 earnings beat streak and 62% analyst upside, but it sits in a confirmed downtrend after a 55% drawdown and shows a deeply negative cash conversion red flag.

Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.

Thesis pillars

Growth is exceptionally strong at 101% YoY, ranking as an industry growth leader with a forward P/E of 18.9x and PEG of 0.78.

→Stable
Growth breakdown
Expectation
Revenue and earnings growth should stay above 30% YoY over the next 12 months.

CounterGrowth of 101% is unlikely to be sustained and may reflect a one-time step-up from a low base.

Earnings quality is flagged RED with FCF/NI of -134%, so reported profits are not converting to cash, holding the quality score at 5.0.

→Stable
Quality breakdown
Expectation
FCF/NI should turn positive and rise above 50% as working capital normalizes.

CounterHeavy capacity investment during a growth surge can temporarily depress free cash flow, and the Piotroski F-Score is a strong 7/9.

Momentum is weak at 2.9/10 with RSI at 28, price below the 200-day average and falling OBV, after a 55% drawdown from the 52-week high.

↓Deteriorating
Momentum breakdown
Expectation
Price should reclaim the 200-day average and momentum should rise above 4.5 if the oversold bounce develops.

CounterA death cross and falling OBV indicate persistent distribution that can continue well past oversold readings.

The analyst target of $109.22 implies 62.1% upside from $67.40 against 14.3% downside (reward-to-risk 4.35), with earnings due in 8 days after beating 3 of 4 quarters.

→Stable
Targets
Expectation
Price should move toward the analyst target if the upcoming report extends the beat streak.

CounterAnalyst coverage is light (4.0), which dampens the reliability of the target.

Insiders made a small purchase of $109,584 (0.002% of market cap), which is negligible but not a sell signal.

→Stable
Insider breakdown
Expectation
Insider activity should remain net neutral or buying.

CounterAt 0.002% of market cap the buying is too small to signal real conviction.

Per-dimension breakdown

Value

6.4/10data confidence 100%
ComponentSub-score
P/E3.5
P/S8.3
EV/EBITDA0.0
Fwd P/E6.6
PEG8.3
Analyst target9.0
  • ▸Forward P/E: 19.4x
  • ▸PEG: 0.79

Quality

5.0/10data confidence 100%
ComponentSub-score
ROE5.8
ROA5.5
Gross margin1.1
Op margin4.4
Net margin4.1
Current ratio10.0
FCF quality0.0
Moat6.1
Piotroski F7.8
  • ▸Earnings quality RED FLAG: -134% FCF/NI
  • ▸Strong Piotroski F-Score: 7/9

Growth

10.0/10data confidence 67%
ComponentSub-score
Rev growth10.0
EPS growth10.0
  • ▸Strong growth: 101% YoY

Momentum

1.6/10data confidence 100%
ComponentSub-score
RSI3.5
MACD0.0
OBV1.0
MA position1.5
Volume2.1
  • ▸Volume distribution (falling OBV)
  • ▸Below 200-MA, MA slope flat

Sentiment

7.3/10data confidence 100%
ComponentSub-score
LLM sentiment5.0
Analyst rating7.1
Price target9.9
  • ▸Light analyst coverage (4.0) — signal dampened
  • ▸Analyst upside: 86%

Insider

5.0/10data confidence 75%
ComponentSub-score
materiality5.0
holder change5.0
notable moves5.0
  • ▸Negligible insider buying — $109,584 (0.002% of mkt cap)

Peer rank

6.5/10data confidence 80%
ComponentSub-score
value rank2.8
quality rank5.9
growth rank9.6
  • ▸Industry growth leader

Technical

5.3/10data confidence 100%
ComponentSub-score
bollinger7.7
support resistance8.4
52w position0.0
gap5.0

Risk (lower is worse)

3.3/10data confidence 100%
ComponentSub-score
short interest5.4
days to cover4.8
volatility0.0
put call0.0
implied vol0.0
max pain risk3.0
beta5.2
debt equity8.2
  • ▸Elevated put/call: 3.64
  • ▸High IV: 104%
  • ▸Above max pain $40

Catalyst

6.4/10data confidence 100%
ComponentSub-score
erm5.0
earnings history6.7
earnings timing5.0
surprise avg10.0
dividend safety6.7
news activity5.0
  • ▸Strong earnings: 3B/1M
  • ▸Earnings in 5 days
  • ▸Yield trap warning: high yield but unsafe

How the verdict was assembled

Engine trigger

Multiple concerning factors. Consider reducing position.

Engine technical detail
verdict_path: L4:PATH_F_SELL
Passed (4)
  • ASYMMETRY:4.5>=1.5
  • INSIDER:OK
  • SEMI_CYCLE_PEAK:CLEAR
  • MATERIALS_CYCLE_PEAK:CLEAR
Failed (3)
  • MOMENTUM:1.6<4.5
  • DEATH_CROSS:HARD_BLOCK
  • EARNINGS_PROXIMITY:5d<=7d
Warning (1)
  • 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
4.46
Upside
+58.1%
Downside
13.0%
Sizing output
AVOID

SetupFalling Knife — Death cross, below all MAs, RSI 33, MACD bearish

EdgeNo clear edge — No clear edge identified

SuitabilitySpeculative — Drawdown -54% (>40% off 52w high)

Investment implication

The F-path SELL output reflects an overall score of 4.8 below the 5.6 soft trigger — multiple weakening dimensions accumulated rather than a single hard-floor breach. The strongest dimension ( Growth at 10.0) was not enough to lift the adjusted overall above the threshold. Co-occurring failed gates ( MOMENTUM:1.6<4.5, DEATH_CROSS:HARD_BLOCK, EARNINGS_PROXIMITY:5d<=7d) reinforce the read. Current asymmetry R:R is 4.46 — supplementary context, not the trigger for this path.

The strongest dimensions are Growth at 10.0, Sentiment at 7.3, and Peer rank at 6.5; the weakest are Momentum at 1.6, Risk (lower is worse) at 3.3, and Insider at 5.0. The V9 engine flagged 3 failed gates with 1 warning, producing an asymmetric reward-to-risk of 4.46 and an engine sizing output of AVOID.

What would invalidate the thesis

Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.

  • P1Industry Growth Leader

    Trip ifRevenue growth falls below 20% YoY.

  • P2Earnings Quality Cash Red Flag

    Trip ifFCF/NI stays below -100% for 2 consecutive quarters.

  • P3Oversold Downtrend Momentum

    Trip ifMomentum score falls below 2.0 from current 2.9.

  • P4Analyst Upside And Earnings Catalyst

    Trip ifEPS surprise stays below 0% in the upcoming report and the next quarter.

  • P5Minor Insider Buying

    Trip ifInsider net selling exceeds 0.1% of market cap in 90 days.

Engine reasoning is mechanically derived from pipeline gate outputs. See decision view.

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