Value
6.2/10data confidence 67%| Component | Sub-score |
|---|---|
| P/S | 9.7 |
| Fwd P/E | 7.5 |
| PEG | 1.0 |
| Analyst target | 3.0 |
- ▸Forward P/E: 16.5x
- ▸PEG: 7.74
HOG · Why this verdict
Why Harley-Davidson (HOG) 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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VerdictSELL
Overall score3.9/10
ConfidenceHIGH
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
A recreational vehicle manufacturer facing declining revenue of 12%, below-minimum business quality, and a stock priced above its near-term technical resistance — with high short interest and three distinct concentration risks adding further headwinds; the current risk/reward setup is unfavorable.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
Revenue declined 12% and the business carries no competitive moat, a combination that signals deteriorating pricing power without a durable structural advantage to arrest further erosion. Growth breakdown | Revenue growth turns positive above 5% year-over-year for 2 consecutive quarters, demonstrating a genuine inflection in demand. | ↓Deteriorating |
| CounterA mixed earnings record — two recent beats alongside two misses — suggests the operational picture is not uniformly negative; selective category or geographic recovery could restore positive top-line momentum. | ||
The stock is currently priced above the near-term technical resistance level, producing negative upside to the take-profit target and a deeply unfavorable risk-to-reward ratio, suggesting the setup offers more downside than upside from current levels. Price targets | Analyst consensus price targets are raised above $32.00, creating more than 20% upside from current prices and restoring a favorable entry geometry. | ↑Improving |
| CounterResistance levels in a stock with RSI at 74 and MACD improving can be broken to the upside; a catalyst such as an earnings beat could reset technical ceilings quickly. | ||
Short interest of 20% of float reflects persistent and substantial bearish conviction among professional investors, a level that can mechanically amplify downside moves and signals that the market's informed participants remain net-negative on the outlook. Risk breakdown | Short interest falls below 10% of float, indicating that the bearish thesis is being unwound and short sellers are covering positions. | →Stable |
| CounterA 20% short float creates the conditions for a squeeze if positive news surprises; the two most recent quarters each delivered earnings beats, and a third beat could trigger forced short covering. | ||
With motorcycles representing roughly 74% of revenue and approximately 79% of sales tied to U.S. and European 601+cc markets, the business is heavily exposed to a single product category in two mature geographies, limiting growth avenues and amplifying the impact of any cyclical demand softness in those markets. Bear case | Revenue from non-motorcycle products or non-U.S./European markets exceeds 30% of total revenue, demonstrating meaningful portfolio diversification. | →Stable |
| CounterDeep concentration in a dominant product and geography can reflect genuine competitive strength and brand loyalty in those segments rather than an inability to diversify. | ||
Revenue declined 12% and the business carries no competitive moat, a combination that signals deteriorating pricing power without a durable structural advantage to arrest further erosion.
↓DeterioratingGrowth breakdown
- Expectation
- Revenue growth turns positive above 5% year-over-year for 2 consecutive quarters, demonstrating a genuine inflection in demand.
CounterA mixed earnings record — two recent beats alongside two misses — suggests the operational picture is not uniformly negative; selective category or geographic recovery could restore positive top-line momentum.
The stock is currently priced above the near-term technical resistance level, producing negative upside to the take-profit target and a deeply unfavorable risk-to-reward ratio, suggesting the setup offers more downside than upside from current levels.
↑ImprovingPrice targets
- Expectation
- Analyst consensus price targets are raised above $32.00, creating more than 20% upside from current prices and restoring a favorable entry geometry.
CounterResistance levels in a stock with RSI at 74 and MACD improving can be broken to the upside; a catalyst such as an earnings beat could reset technical ceilings quickly.
Short interest of 20% of float reflects persistent and substantial bearish conviction among professional investors, a level that can mechanically amplify downside moves and signals that the market's informed participants remain net-negative on the outlook.
→StableRisk breakdown
- Expectation
- Short interest falls below 10% of float, indicating that the bearish thesis is being unwound and short sellers are covering positions.
CounterA 20% short float creates the conditions for a squeeze if positive news surprises; the two most recent quarters each delivered earnings beats, and a third beat could trigger forced short covering.
With motorcycles representing roughly 74% of revenue and approximately 79% of sales tied to U.S. and European 601+cc markets, the business is heavily exposed to a single product category in two mature geographies, limiting growth avenues and amplifying the impact of any cyclical demand softness in those markets.
→StableBear case
- Expectation
- Revenue from non-motorcycle products or non-U.S./European markets exceeds 30% of total revenue, demonstrating meaningful portfolio diversification.
CounterDeep concentration in a dominant product and geography can reflect genuine competitive strength and brand loyalty in those segments rather than an inability to diversify.
Per-dimension breakdown
Quality
2.0/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 0.0 |
| ROA | 0.0 |
| Gross margin | 0.0 |
| Op margin | 1.4 |
| Net margin | 0.0 |
| Current ratio | 6.9 |
| Moat | 3.2 |
| Piotroski F | 4.4 |
- ▸No competitive moat
- ▸Quality concerns
Growth
0.0/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 0.0 |
| EPS growth | 0.0 |
- ▸Declining revenue: -19%
Momentum
7.6/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 4.1 |
| MACD | 10.0 |
| OBV | 10.0 |
| MA position | 9.0 |
| Volume | 5.1 |
- ▸Overbought (RSI 78)
- ▸Volume accumulation (rising OBV)
- ▸Above 200-day MA
Sentiment
5.7/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 6.0 |
| Analyst rating | 7.0 |
| Price target | 3.9 |
- ▸Light analyst coverage (10.0) — signal dampened
Insider
6.0/10data confidence 75%| Component | Sub-score |
|---|---|
| materiality | 5.5 |
| holder change | 5.5 |
| notable moves | 7.0 |
- ▸Insider buying (low materiality) — $376,032 (0.010% of mkt cap)
Peer rank
2.0/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 2.0 |
| quality rank | 0.5 |
| growth rank | 0.0 |
Technical
4.4/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 1.7 |
| support resistance | 2.7 |
| 52w position | 8.7 |
Risk (lower is worse)
3.5/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 0.8 |
| days to cover | 0.0 |
| volatility | 2.6 |
| put call | 4.9 |
| implied vol | 4.1 |
| max pain risk | 3.0 |
| beta | 5.8 |
| debt equity | 6.4 |
- ▸High short interest justified: 27%
- ▸Above max pain $20
- ▸Concentration risks: 3 HIGH (10-K Item 1A — sized via position_sizing, validated via buy_confidence)
Catalyst
3.8/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 0.0 |
| earnings timing | 5.0 |
| surprise avg | 0.0 |
| dividend safety | 7.5 |
| news activity | 5.0 |
- ▸Earnings concerns: 1B/3M
- ▸Dividend aristocrat: 2.2% yield
How the verdict was assembled
Engine trigger
Quality below minimum threshold.
Engine technical detail
verdict_path:
L1:HARD_BLOCK:QUALITY_FLOORPassed (5)
- MOMENTUM:7.6>=5.5
- INSIDER:OK
- EARNINGS_PROXIMITY:96d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- ASYMMETRY:-1.3=NEGATIVE
Warning (1)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
-1.31
Upside
-19.6%
Downside
15.0%
Sizing output
AVOID
Setup— — No clear chart pattern; technical signals are mixed
EdgeNo clear edge — No clear edge identified
SuitabilityAggressive — Beta 1.31>1.3, MCap $3.6B<$5B
Investment implication
The SELL_IF_HOLDING verdict reflects the ASYMMETRY gate's -1.3=NEGATIVE outcome against Momentum at 7.6 and asymmetric R:R of -1.31.
The strongest dimensions are Momentum at 7.6, Value at 6.2, and Insider at 6.0; the weakest are Growth at 0.0, Peer rank at 2.0, and Quality at 2.0. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of -1.31 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Revenue Contraction No Moat
Trip ifRevenue growth turns positive above 5% year-over-year for 2 consecutive quarters.
- P2Price Above Technical Resistance
Trip ifAnalyst consensus price target rises above $32.00, creating more than 20% upside from current levels.
- P3High Short Interest Persistent Bears
Trip ifShort interest falls below 10% of float within 6 months.
- P4Product Geographic Concentration Risk
Trip ifNon-motorcycle or non-U.S./European revenue exceeds 30% of total revenue for 2 consecutive quarters.