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Stock Ratings / Technology / CARS
IBEX (79) BRAI (46) BRUN (46) OOMA (51) ⌘ Pro Terminal →

Cars.com Inc. (CARS) — RQD Stock Rating Cockpit

$11.24 -1.49% NYSE • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $11.19

Cars.com Inc. (CARS) carries a Roarable Rating of C- (Hold) with 61/100 RQD Confidence. The composite score sits in the neutral Hold band (59–69), meaning current holders don’t need to panic-sell while prospective buyers can wait for a move into the 70+ Buy zone.

📊 Historical Track Record: Scores of 61/100 (C-) historically posted market-perform odds over rolling 90-day windows (+0.5% avg 90D alpha vs SPY) →
ROARABLE C- • HOLD / WATCH Cap $610.8M
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
⚡ INSTANT AI QUANT PREVIEW • $0 FREE TIER Click Any Pre-Computed AI Quant Specialist Briefing on CARS Below — or Connect Your Own ChatGPT / Claude
🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is CARS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
▼

As of 2026-11-02, Cars.com Inc. (NYSE: CARS) is rated C- (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 61/100 at a spot price of $11.24 (-1.49% 1D, market cap $610.8M). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 13/20, Executive Insider Alignment 10/20, FRED Macro Regime Fit 13/20, and SEC Balance-Sheet Forensics 14/20. Across 714 tracked Technology issuers, CARS ranks #223 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does CARS compare to IBEX and BRAI in the Technology sector?
▼

Within the Technology sector (EDP Services), CARS carries a Roarable C- (61/100 RQD), trailing P/E of 30.4x, gross margin of —, and ROIC of 5.5%. By comparison, IBEX (IBEX Limited) holds a B+ grade (79/100 RQD, P/E N/A, ROIC 26.5%, cap $605.2M) and BRAI (Braiin Limited) posts a D grade (46/100 RQD, P/E N/A, ROIC —, cap $630.6M). Among the 5-stock peer group, CARS leads on earnings multiple (30.4x) while IBEX leads on capital efficiency (26.5% ROIC).

✓ Pre-computed one-to-many AI Quant brief
🤖 Gideon Ashmere • AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for CARS?
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Per CARS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001683606), Cars.com Inc. generated $723.2M in revenue (+0.6% YoY), $20.1M in net income, and $147.4M in free cash flow against $1.06B in total assets and $451.5M in total debt. Key quantitative strengths: Company leadership has skin in the game with net positive insider conviction.. Primary risk factors monitored: Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.. Institutional options positioning shows a 50% call / 50% put premium split.

✓ Pre-computed one-to-many AI Quant brief
🤖 AI Quant Disclosure: Roarable Analysts are proprietary AI Quant Specialists — not human financial advisors. Pre-computed one-to-many briefings above are free; interactive 1-on-1 Q&A, custom AI sifting/indicator alerts, and personal ChatGPT/Claude MCP connections require a $9.95/mo Pro account (currently waitlist-only).
INTERACTIVE SCENARIO DECK:
🛡️ Portfolio Crash X-Ray
EXT / AFTER-HRS: $11.19 (-0.46%)🧬 Cannibal Buyback (-1.80% YoY Shares)⚙️ Cash Engine: 11/20 (D+) • 20.4% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record: Scores of 61/100 (C-) historically posted market-perform odds over rolling 90-day windows (+0.5% avg 90D alpha vs SPY • 53.9% hit rate — wait for RQD ≥ 70 breakout).
Audit Bucket Track Record →
RQD QUANT TACHOMETERHOLD / WATCH • C-
025507510061
JEV AI Jury Split (Battleground)
Cash
SEC
Whale

Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer

5-PILLAR SNOWFLAKE RADARRw C · Rk D+
Cash (11)Whales (13)SEC (10)Macro (13)CEO (14)
Each axis scored 0–20
12M PRICE TARGET CONE+1.3% Base Target
$14 Bull$11 Base$9 Bear
📬 FREE CARS RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for CARS)Realized 20D OHLCV Swing Band: ±8.3%
Deterministic 5-Pillar Attribution (61/100 Composite)
🔍 WHY CARS SCORES 61/100 (C-) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: Insider Conviction & Share Dilution+14/20 pts (23% of score)

SEC Form 4 / 13F Thermometer: 70% Net Buy • Cannibal Buyback (-1.80% YoY Shares)

▲ #2 Bullish Driver: Whale & Options Positioning+13/20 pts (21% of score)

20D Institutional Volume Accumulation (±8.3% realized swing band)

▼ #1 Drag / Risk Factor: SEC 10-K Forensic Risk10/20 pts (-10 pt drag)

Balance-sheet & 10-K footnote risk deducts 10 pts from forensic ceiling

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
53
Grade C-$9.52+6.8% Next Q
Q2 (-2Q)
56
Grade C$10.17+5.9% Next Q
Q3 (-1Q)
58
Grade C$10.77+4.4% Next Q
Current
61
Grade C-$11.24+0.5% Hist 90D α
Trajectory: C- (53) → C- (61)Full Audit →
⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)GIDEON ASHMERE // FORENSIC SHORT & KILL-SWITCH DOSSIER

⚔️ Adversarial Opposing Case: Why the CARS Bull Thesis Could Fail

Gideon Ashmere Forensic Desk →

Even with a 61/100 (C-) score, CARS faces multiple-compression risk if 30.4x trailing P/E re-rate toward historical sector medians or if hyperscaler/enterprise customer concentration slows in upcoming 10-Q filings.

⚠️ Forensic Kill-Switch #1

Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.

⚠️ Forensic Kill-Switch #2

Dilution & Margin Drag: Cannibal Buyback (-1.80% YoY Shares) — any gross margin slip below 49.5% triggers an automatic RQD downgrade.

⚠️ Forensic Kill-Switch #3

Technical & Forensic Kill-Switch: A daily close below the 50D SMA ($10.89) or 200D SMA ($10.57) invalidates the momentum regime and cuts Target Base ($11.39) toward Bear Floor ($8.88).

🎲 LIVE PREDICTION MARKET ODDS TIED TO $CARS• $4.8M Crowd Pool • Kalshi / Polymarket Composite
Contract: “CARS Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”
YES 61%NO 39%Trade / Inspect Odds →
RSI-14 MOMENTUMBULLISH MOMENTUM
62.730 Oversold · 70 Hot
ALTMAN-Z SHIELDDISTRESS RISK (<1.8)
0.36>3.0 Fortress Safe
PIOTROSKI F-SCORESOLID CORE (5–6)
6 / 99-Pt Accounting
52-WEEK LASER RANGE61% OF RANGE
L: $7$11.24H: $14
1. Money & Cash Health● MIXED
Are profits real cash in the bank?

Decent core business (steady margins), though cash flow growth is moderate rather than explosive right now.

Factor Grade: D+RQD 11 / 20
2. Big Money & Insiders● NEUTRAL
Are whales & executives buying or selling?

Big funds and company insiders are mostly holding steady without aggressive buying or panic selling.

Factor Grade: C+RQD 27 / 40
3. Hidden Risks & Market Weather● WATCH
SEC fine-print scan & interest-rate fit

No major SEC filing blowups, though current interest rates and Fed liquidity call for normal position sizing.

Factor Grade: D+RQD 23 / 40
MULTI-MODEL JEV QUANT JURY DELIBERATION

JEV AI Jury Split (Battleground) on CARS

Cash & Moat Bull AI
ROIC & Free Cash Flow Model
NEUTRAL (55)

5.5% ROIC with 42.0% gross margin and 24.12% FCF yield.

SEC Forensic Auditor AI
10-K Accruals & Altman-Z Guard
BEARISH (50)

Altman-Z 0.36 and Piotroski 6/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
BULLISH (67)

27/40 institutional & smart-money positioning score with 13/20 macro alignment.

Bull Case: Why Buyers Like CARS
  • ✓Company leadership has skin in the game with net positive insider conviction.
Bear Case: What Could Go Wrong
  • !Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.
ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Quantitative Research Desk

Scheduled RQD Strong Buys & Whale Accumulation Briefing (CARS Tape Review)

  • ✓Breakdown of the highest-scoring RQD Green-Light breakouts across our 5,200+ rated universe
  • ✓Forensic Red-Light accounting & dilution traps to review on your watchlist
  • ✓Includes downloadable .ics calendar invite & nightly RQD rating-change email alerts
RQD INSIDER CLUB WAITLIST$49/YR PLANNED
Want Custom AI PineScript / Python Indicators & Priority Rating-Change Alerts?
Join Founding VIP Waitlist (No Card Required) →$100K Arena
CARS // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: +2.65%📐 HORIZONTAL RANGE
2026-11-02O $10.94H $11.41L $10.94C $11.24VOL 876.7K
RES: $14.10SUP: $8.48SMA50: $10.89SMA200: $10.57
$13.64$12.39$11.13$9.88$8.62RES $14.10SUP $8.48$11.242026-05-042026-06-172026-08-042026-09-172026-11-02
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

CARS Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure

🦋 CARS Butterfly Map → + Track CARS →
Share Count & Dilution Monitor (#25)

Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).

Reverse-DCF Expectations Hurdle (#30)
23.5%/yr Implied 5Y Growth

vs. +0.6% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger (#33)

No active Ellis Vennor swing setup published on CARS today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

No direct multi-tier Butterfly edges indexed yet for CARS. Explore sector supply chains on /butterfly.

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for CARS today (we never pad ticker pages with unrelated generic clips). Browse Macro Video Desk →
DETERMINISTIC MULTI-FACTOR EQUITY AUDIT • SEC EDGAR XBRL × RQD PEER BENCHMARK

📊 Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (CARS)

Technology Rank #223 of 714 ⚔️ IBEX vs CARS Full Matrix →

1. Head-to-Head Technology Peer Comparison (CARS vs. IBEX, BRAI, BRUN, OOMA)

Industry: EDP Services (163 Tracked Issuers)

Across 714 tracked Technology securities in the Roarable RQD universe, Cars.com Inc. (CARS) ranks #223 by composite RQD confidence (61/100, grade C-) and #404 by equity capitalization ($610.8M). Within this direct 5-issuer industry benchmark cohort, CARS leads on earnings valuation at 30.4x trailing P/E, while IBEX leads on capital efficiency and profitability with 26.5% ROIC and — gross margin. IBEX currently holds the highest overall quantitative score in the immediate peer group at 79/100 (B+) compared with CARS at 61/100 (C-).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
CARS ACTIVE
Cars.com Inc.
C- 61/100 30.4x — 5.5% -1.49% $610.8M Benchmark Subject
IBEX
IBEX Limited
B+ 79/100 — — 26.5% -1.37% $605.2M /ibex-vs-cars →
BRAI
Braiin Limited
D 46/100 — — — -19.93% $630.6M /brai-vs-cars →
BRUN
Boost Run Inc. (Class A)
D 46/100 — — — -12.74% $648.6M /brun-vs-cars →
OOMA
Ooma Inc.
D 51/100 86.8x 61.1% 4.6% -1.97% $560.6M /ooma-vs-cars →

2. Multi-Year SEC XBRL Revenue, Cash Flow & Balance-Sheet Trajectory (FY2023–FY2025)

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001683606

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Cars.com Inc. (CARS) reported GAAP revenue of $723.2M (+0.6% vs. FY2024 revenue of $719.2M , and +4.9% cumulative change since FY2023) , GAAP net income of $20.1M, operating cash flow of $151.6M, and free cash flow of $147.4M (-1.5% YoY). On the balance sheet, CARS closed FY2025 with $1.06B in total assets against $451.5M in total debt (Altman Z-Score: 0.36, Piotroski F-Score: 6/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $723.2M $20.1M $151.6M $147.4M $1.06B $451.5M
FY2024 (FY) 2024-12-31 $719.2M $48.2M $152.5M $149.5M $1.11B $455.3M
FY2023 (FY) 2023-12-31 $689.2M $118.4M $136.7M $136.7M — —

3. CARS Data-Verified Investor FAQ (RQD Rating, Sector Peers, SEC Forensics & Technicals)

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

Is CARS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

As of 2026-11-02, Cars.com Inc. (NYSE: CARS) is rated C- (Hold / HOLD) by Roarable's 5-pillar RQD engine with a composite confidence score of 61/100 at a spot price of $11.24 (-1.49% 1D, market cap $610.8M). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 13/20, Executive Insider Alignment 10/20, FRED Macro Regime Fit 13/20, and SEC Balance-Sheet Forensics 14/20. Across 714 tracked Technology issuers, CARS ranks #223 in composite RQD confidence.

How does CARS compare to IBEX and BRAI in the Technology sector?

Within the Technology sector (EDP Services), CARS carries a Roarable C- (61/100 RQD), trailing P/E of 30.4x, gross margin of —, and ROIC of 5.5%. By comparison, IBEX (IBEX Limited) holds a B+ grade (79/100 RQD, P/E N/A, ROIC 26.5%, cap $605.2M) and BRAI (Braiin Limited) posts a D grade (46/100 RQD, P/E N/A, ROIC —, cap $630.6M). Among the 5-stock peer group, CARS leads on earnings multiple (30.4x) while IBEX leads on capital efficiency (26.5% ROIC).

What are the biggest fundamental strengths and SEC risk factors for CARS?

Per CARS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001683606), Cars.com Inc. generated $723.2M in revenue (+0.6% YoY), $20.1M in net income, and $147.4M in free cash flow against $1.06B in total assets and $451.5M in total debt. Key quantitative strengths: Company leadership has skin in the game with net positive insider conviction.. Primary risk factors monitored: Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.. Institutional options positioning shows a 50% call / 50% put premium split.

Where is CARS trading relative to its 50-day, 200-day, and 52-week technical levels?

CARS last traded at $11.24 (-1.49% on volume of 802,432 shares), positioning the stock +3.21% above its 50-day simple moving average ($10.89) and +6.34% above its 200-day simple moving average ($10.57). Across its 52-week range of $7.40 to $13.69, CARS sits at the 61.0% percentile with a 14-day RSI of 62.7 (BULLISH MOMENTUM) and an implied next-earnings move of ±8.3% ($10.31 to $12.17).

CARS Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

Should I buy, hold, or sell CARS stock right now?

Cars.com Inc. (CARS) currently earns a Roarable Rating of C- (Hold — HOLD) with 61/100 RQD Confidence. Solid steady margins (6% return on capital), mixed timing at 30x P/E—hold if owned, no rush to chase.

What is CARS's 12-month price target and RQD AI Jury consensus?

CARS's 12-month base price target is $11.39 (range $8.88 to $14.37), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

Direct Sub-Reports: CARS RQD Cockpit CARS 12M Forecast CARS Earnings & Move CARS Dividends & DRIP CARS Insiders & 13F CARS Whale Options CARS Profit Sankey CARS News & Why
ROARABLE RATING BRIEF • RQD 61/100 (C-) ✓ STAGE-C NUMBER FIREWALL VERIFIED

CARS — Cars.com Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:34:29Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, CARS scores 61 out of 100, a letter grade of C-, with the verdict "Roarable Hold — Cautious Neutral." The five pillars are:

  • Fundamental Cash Engine (11 / 20): Per the RQD rating, this pillar reflects ROIC of 5.5% and an FCF yield of 24.12%. The strong FCF yield is the primary upside argument; the modest ROIC indicates limited capital efficiency relative to that cash generation.
  • Whale 13F Flow (13 / 20): Per the RQD rating, this pillar captures institutional accumulation and options positioning. The score is mid-range, indicating neither strong accumulation nor clear distribution in the source data.
  • Insider Conviction (14 / 20): Per the RQD rating, this pillar reflects SEC Form 4 and Congressional PTR cluster flow. It is the highest-scoring pillar, though still below the midpoint of its scale in relative terms.
  • Macro Regime Fit (13 / 20): Per the RQD rating, beta is 1.0 and sector sensitivity is factored in. The stock is assessed as moving in line with the broader market.
  • Forensic Balance Sheet (10 / 20): Per the RQD rating, Altman Z is 0.36, Piotroski F is 6/9, and Debt/Equity is 0.96. This is the weakest pillar and the main reason the overall grade sits in the C range.

For a prospective investor, the implication is a tradeoff: a very high FCF yield and a low trailing valuation (P/E 30.4 TTM is not low, but FCF yield is strong) are offset by a stretched balance sheet and modest returns on invested capital. The "Hold — Cautious Neutral" verdict reflects that balance. Upside drivers would need to come from balance-sheet repair or sustained cash conversion; the source data does not establish either as underway.

Snapshot

PriceMarket CapP/E (TTM)Forward P/EEV/EBITDAEPS (TTM)Dividend YieldBeta52-Wk RangeROIC %
11.41$610.8M30.428.315.70.380%1.0$7.4 - $13.695.5%

Business

Cars.com Inc. is a NYSE-listed issuer classified in the Technology sector and EDP Services industry, per the profile. The source data does not describe its products, customers, or revenue model beyond the sector and industry classification. Revenue of $723.2M for FY 2025 is reported per the SEC financials.

Recent Catalysts & News Wire Analysis

Per the recent news feed, six items are tagged to CARS, each with a YELLOW light:

  • A Yahoo Finance report titled "Is Cars.com (CARS) a Great Value Stock Right Now?" (1h ago).
  • A Yahoo Finance report titled "3 Reasons to Avoid CARS and 1 Stock to Buy Instead" (3h ago).
  • A Stock Titan report on a 332,069-unit stock grant to CFO-designate Trent Ziegler (6h ago).
  • A HotCars item unrelated to the company's business (9h ago).
  • A MarketBeat report titled "Cars.com Inc. (CARS) - What Are Researchers Thinking About This Stock?" (12h ago).
  • A Yahoo Finance report on an inducement award under NYSE Rule 303A.08 (15h ago).

Per the Butterfly Supply-Chain Graph, the supply chain is "NONE," with no butterfly links and no proprietary signals. Risk watch items drawn from the headlines include the negative-leaning "Reasons to Avoid" framing and the executive stock grant. The news feed does not provide quantitative catalyst data.

Open Questions

  • What are the company's products, customers, and revenue drivers within EDP Services?
  • What explains the decline in net income from $118.4M (FY 2023) to $20.1M (FY 2025) while revenue grew?
  • What are the reported EPS figures for each fiscal year, given that EPS is shown as N/A in the financial records?
  • What is the company's debt maturity schedule and refinancing position, given debt of $451.5M against cash of $56.2M?
  • What is the institutional and insider holding activity, given that holder data is unavailable?

CARS Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Cars.com Inc. (CARS) • Click "Debate This Headline" to argue it in the Roar Pit below

💬 Jump to CARS Debate Forum (3) ↓
🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

CARS Bull vs. Bear Conversation Board — What's Your Call at $11.24?

🐂 50% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON CARS 🐻 50% BEARISH CONVICTION
1. Pick Your Side on CARS:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
RO RoarDesk_Moderator Roarable Research Desk ⚖️ DEBATE HOST 🎯 Target: $12.32 (+8.0%)
📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is CARS (C- • RQD 61/100) a Buy at $11.41?

Welcome to the CARS (Cars.com Inc.) Roar Pit. Current RQD Composite is 61/100 (Roarable Hold — Cautious Neutral) in EDP Services. Bulls point to operating leverage and sector positioning, while bears focus on valuation multiple compression (30.4x trailing P/E). Pick your side (🐂 Bull or 🐻 Bear) and drop your price target below.

MU MultipleCompression Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $8.90 (-22.0%)
Spot @ $11.41

Pump the brakes on CARS — check the valuation vs. margin headwinds

Everyone in here is repeating the bull case on CARS, but look at what you are paying: 30.4x trailing P/E with tightening sector spreads. Unless Cars.com Inc. expands free cash flow yield next quarter, I would rather wait for a pullback closer to the 200-day moving average before touching this.

MI MidwestValue Verified K Arena Trader 🐂 BULLISH 🎯 Target: $13.12 (+15.0%)
Spot @ $11.41

CARS cash flow & RQD setup is being underpriced by the Street here

Looking at the 5-pillar RQD breakdown on CARS, the market is fixating on short-term headline noise in EDP Services and ignoring the balance sheet and cash flow trajectory. At $11.41 (52-wk range $7.40 - $13.69), any beat on forward guidance forces shorts and underweight funds to chase.

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