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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#1984
Positioning
Market Dominance
Services
Business Services
$751M
Alex T. Vetter
Cars.com Inc. operates as a digital marketplace and provides solutions for the automotive industry. The company showcases dealer inventory, elevate and amplify dealers' and automotive manufacturers' brands. As of December 31, 2021, the company served 19,179 dealer customers in 50 states.
Headcount
1.7K
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = CARS ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$YALA Yalla Group Ltd | 75 | 89 | 99 | 80 | - | - | 21.3% | 18.6% | 64.5% | 35.7% | 39.5% | 6.5% | 0.0% | 0.0x | $644M | VS | |
$GRVY GRAVITY Co., Ltd. | 75 | 82 | 96 | 71 | - | - | 15.4% | 12.6% | 38.7% | 17.1% | 17.0% | -39.7% | 0.0% | 0.0x | $439M | VS | |
$ISSC INNOVATIVE SOLUTIONS & SUPPORT INC | 73 | 81 | 88 | 94 | 25.0x | 14.1x | 28.1% | 16.8% | 48.1% | 23.8% | 18.5% | 78.6% | 0.0% | 37.0x | $220M | VS | |
$AER AerCap Holdings N.V. | 72 | 60 | 87 | 84 | - | - | 12.4% | 2.9% | 100.0% | 28.2% | 26.2% | 5.5% | 0.8% | 264.0x | $19.4B | VS | |
$HCSG HEALTHCARE SERVICES GROUP INC | 72 | 74 | 88 | 88 | 7.1x | 6.1x | 28.9% | 20.8% | 20.8% | 9.9% | 9.3% | 8.5% | 0.0% | 1.0x | $1.2B | VS | |
$LQDT LIQUIDITY SERVICES INC | 72 | 90 | 88 | 68 | 24.9x | 14.3x | 14.6% | 7.8% | 43.8% | 7.4% | 5.9% | 31.2% | 0.0% | 0.0x | $857M | VS | |
$TRTNpA Triton International Ltd | 71 | 70 | 89 | 70 | - | 1.7x | 18.0% | 4.6% | 97.3% | 52.2% | 32.7% | -3.4% | 0.0% | 271.0x | $8.0B | VS | |
$EDU New Oriental Education & Technology Group Inc. | 71 | 83 | 52 | 77 | - | - | 9.4% | 4.9% | 55.5% | 8.7% | 7.7% | 13.6% | 1.3% | 7.0x | $78.0B | VS | |
$NTES NetEase, Inc. | 71 | 88 | 93 | 68 | - | - | 22.1% | 15.6% | 62.5% | 28.1% | 28.7% | -1.0% | 2.8% | 9.0x | $56.6B | VS | |
$UTI UNIVERSAL TECHNICAL INSTITUTE INC | 70 | 86 | 86 | 72 | 43.2x | 16.0x | 21.4% | 8.0% | 100.0% | 10.0% | 7.5% | 14.1% | 0.0% | 27.0x | $1.8B | VS | |
$CARS Cars.com Inc. | 50 | 58 | 74 | 48 | 21.9x | 4.5x | 6.6% | 2.9% | 100.0% | 6.9% | 4.4% | 1.5% | 0.0% | 124.0x | $751M | ||
| SECTOR BENCH | - | - | - | - | - | 23.7x | 11.7x | 5.3% | 1.9% | 59.6% | 3.5% | 2.3% | 7.8% | 0.0% | 0.3x | - | REF |
Cars.com Inc. (CARS) receives a "Hold" rating with a composite score of 50.2/100. It ranks #1984 out of 7,333 stocks in our coverage universe and carries a 3-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
Alex T. Vetter
Chief Executive Officer
Labor Force
1,700
58
32
64
Audit Verdict: Average governance indicators based on financial metrics.
No recent insider transactions available for CARS
HQ Base
Pending Verification
In-line with peers — no strong momentum signal
Trading at a discount to fundamentals — favorable entry valuation
Average quality profile
Low volatility — smoother ride and historically better risk-adjusted returns
Aggressive spending — empire-building risk, dilutive growth
Mid-range overall rating
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Relative valuation derived from Services sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
Projection based on user-defined inputs. Re-calculated daily against current market data.
Reverse DCF Framework — Mauboussin Methodology
Institutional-grade Reverse DCF analysis. This model identifies the growth hurdles embedded in current market prices. When implied growth is significantly lower than historical or projected rates, a margin of safety may exist. Re-audited daily.
No analyst ratings for CARS.
View All RatingsConservative accounting — High cash conversion efficiency
Material decline in asset turnover efficiency detected
High margin volatility — erratic forensic earnings quality
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 58 | 72 | -14DRAG |
| MOMENTUM | 48 | 48 | 0NEUTRAL |
| VALUATION | 74 | 85 | -11DRAG |
| INVESTMENT | 32 | 41 | -9DRAG |
| STABILITY | 64 | 69 | -5NEUTRAL |
| SHORT INT | 17 | 2 | +15ALPHA |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC 2.8% vs WACC 6.3% (spread -3.5%)
GM 100% vs sector 60%, OM 7% vs sector 4%
Capital turnover 0.46x
Rev growth 2%, 9yr history
Interest coverage 2.2x, Net debt/EBITDA 9.8x
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
Our model assigns Cars.com Inc. a Hold rating, with a composite score of 50.2/100 and 3 out of 5 stars. Ranked #1984 of 7,333 stocks, CARS presents a mixed quantitative picture — neither compelling enough to initiate new positions nor weak enough to warrant selling. Investors already holding may consider maintaining their position while monitoring for changes in the factor profile.
With a quality score of 58/100, CARS shows adequate but unremarkable business quality. The company reports a return on equity of 6.6% (sector avg: 5.3%), gross margins of 100.0% (sector avg: 59.6%), net margins of 4.4% (sector avg: 2.3%). This suggests the company generates acceptable returns but may lack the competitive positioning or operational efficiency to stand out from peers.
CARS carries a solid value score of 74/100, pointing to an attractively priced stock relative to peers. Key valuation metrics include a P/E ratio of 21.87x, an EV/EBITDA of 4.49x, a P/B ratio of 1.44x. This score suggests reasonable compensation for the risks involved, with potential upside if the market recognizes the stock's underlying worth.
Cars.com Inc.'s investment score of 32/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 1.5% vs. a sector average of 7.8% and a return on assets of 2.9% (sector: 1.9%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
CARS is currently showing below-average momentum at 48/100, which may indicate weakening institutional interest or negative sentiment shifts. Revenue growth stands at 1.5% year-over-year, while a beta of 1.14 reflects its sensitivity to broader market moves. Investors should note that declining momentum can precede further price weakness, though contrarian opportunities sometimes emerge at these levels.
With a stability score of 64/100, CARS exhibits average financial resilience. Key stability metrics include a beta of 1.14 and a debt-to-equity ratio of 124.00x (sector avg: 0.3x). While the balance sheet is not a major concern, the stock is subject to typical market volatility and may experience sharper drawdowns during risk-off episodes.
Cars.com Inc.'s short interest score of 17/100 reveals significant bearish positioning, suggesting institutional investors are actively betting against the stock. Specific risk factors include elevated leverage (D/E: 124.00x), small-cap liquidity risk. At $751M (small-cap), CARS carries meaningful risk and is best suited for investors with high risk tolerance who have thoroughly evaluated the bear thesis.
Cars.com Inc. is a small-cap company in the Services sector, ranked #0 of 50 in its sector (100th percentile) and #1984 of 7,333 overall (73rd percentile). Key comparisons include ROE of 6.6% exceeding the 5.3% sector median and operating margins of 6.9% above the 3.5% sector average. This top-quartile standing reflects exceptional competitive strength relative to Services peers.
While CARS currently exhibits a HOLD profile, superior opportunities exist within the SERVICES sector. Our model identifies several "Strong Buy" candidates with higher quality scores and more attractive valuations among direct industry competitors.
View Top Services Alpha →Quant Factor Profile
Key factor gap
Value (74) vs Short Int. (17) — closing this gap could shift the rating.
EV/EBITDA 62% BELOW SECTOR MEDIAN (FAVORABLE)
ROE 24% ABOVE SECTOR MEDIAN (FAVORABLE)
Gross Margin 68% ABOVE SECTOR MEDIAN (FAVORABLE)
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate Cars.com Inc. (CARS) as a Hold with a composite score of 50.2/100 at a current price of $10.66. The stock presents a mixed quantitative picture — neither compelling enough to warrant new accumulation nor weak enough to justify selling for existing holders. Our factors are split, and the overall profile suggests patience is warranted.
The rating is primarily driven by strength in value (74th percentile) and stability (64th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (32th percentile) and momentum (48th percentile) tempers our overall conviction. We assign a No Moat rating (32/100), Medium uncertainty, and Poor capital allocation.
Key items to watch: balance sheet deleveraging progress. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
Cars.com Inc. holds a top-quartile position (#0 of 50) within the Services sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 50.2/100 places it at rank #1984 in our full 7,333-stock universe. At $751M in market capitalization, Cars.com Inc. is a small-cap player in the Services space, which limits certain scale advantages but may allow for more agile strategic execution.
Revenue is growing at 2%, though momentum at the 48th percentile suggests the market has not yet fully recognized this trajectory. This potential disconnect between fundamental improvement and market recognition could represent an opportunity for patient investors if the growth trend persists.
The margin cascade tells an important story: gross margins of 100% (+40.4pp vs sector) narrow to operating margins of 7% (+3.4pp vs sector) and net margins of 4.4%, yielding a gross-to-net conversion rate of 4%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.
At a current price of $10.66, Cars.com Inc. appears undervalued relative to its fundamentals. Our value factor score of 74/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. The stock screens as attractively priced on a majority of these measures, suggesting the market may be underappreciating the underlying fundamentals.
The stock currently trades at a P/E of 21.9x (roughly in line with the sector median of 23.7x), EV/EBITDA of 4.5x (discounted to peers), P/B of 1.4x, P/S of 0.9x. The below-sector P/E suggests possible undervaluation or the market pricing in near-term headwinds.
Gross margins of 100% signal strong pricing power and brand/IP advantages — businesses with margins above 40% have historically demonstrated more resilient earnings through economic cycles.
A value factor score of 74/100 suggests the market is underpricing these fundamentals, creating a potential margin of safety for new investors.
Elevated leverage (124% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
We assign a Medium uncertainty rating to Cars.com Inc.. The stock presents a balanced risk profile: significant leverage (124% debt-to-equity) and the combination of leverage (124% D/E) and thin margins (4.4% net) amplifies downside risk. While not risk-free, the core business fundamentals are adequate to withstand moderate economic stress, and the range of potential outcomes around our fair value estimate is manageable.
Specific risk factors that inform our assessment include: significant leverage (124% debt-to-equity); the combination of leverage (124% D/E) and thin margins (4.4% net) amplifies downside risk. Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 64th percentile and quality factor at the 58th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: healthy gross margins of 100% provide a buffer against cost pressures; above-average stability (64th percentile) suggests predictable business dynamics. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile is favorable for long-term investors.
We rate Cars.com Inc.'s capital allocation as Poor. Key concerns include suboptimal returns on capital. Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Cars.com Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, Cars.com Inc. receives a Hold rating with a composite score of 50.2/100 (rank #1984 of 7,333). Our quantitative framework assigns a No Moat (32/100, trend: stable), Medium uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 55/100.
Our analysis supports a neutral stance on Cars.com Inc.. While the quantitative profile is not weak enough to warrant selling, it lacks the multi-factor strength required for a buy recommendation. Existing holders should maintain positions and monitor for catalysts — either fundamental improvement or valuation compression — that would shift the risk-reward balance.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We do not assign Cars.com Inc. a meaningful economic moat, scoring 32/100 on our composite assessment. The ROIC-WACC spread of -3.5% is the primary signal of economic value creation. Current fundamentals do not demonstrate the kind of durable competitive advantages — such as superior returns on invested capital, margin superiority, or reinvestment efficiency — that would protect the company from competitive erosion over the long term. The highest-scoring pillar, margin superiority, reached only 17/20.
The strongest moat sources are margin superiority (17/20) and growth durability (8.9/20). GM 100% vs sector 60%, OM 7% vs sector 4%. Rev growth 2%, 9yr history. These pillars form the core of Cars.com Inc.'s competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include reinvestment efficiency (0/20) and economic value creation (2.1/20). Capital turnover 0.46x. Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect Cars.com Inc.'s moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include gross margins of 100% providing a solid profitability foundation. The margin cascade from 100% gross to 7% operating to 4.4% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that profit quality is adequate though not exceptional, with the quality factor at the 58th percentile.
The margin profile shows gross margins of 100%, operating margins of 7%, net margins of 4.4%. Return metrics include ROE of 6.6% and ROA of 2.9%. Relative to the Services sector, gross margins are 40.4 percentage points above the sector median of 60%, and ROE of 6.6% compares to a sector median of 5.3%.
The balance sheet reflects above-average leverage with D/E of 124%, revenue growth of 2%. The sector median D/E is 0%, putting Cars.com Inc. at higher leverage than the typical peer. Overall balance sheet health is adequate for the current business environment.
Above 50MA
37.18%
Net New Highs
+51081

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Cars.com (CARS) has been upgraded to a Zacks Rank #2 (Buy), reflecting growing optimism about the company's earnings prospects. This might drive the stock higher in the near term.