comScore Inc. (SCOR) — RQD Stock Rating Cockpit

$3.35 -0.59% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $3.34

comScore Inc. (SCOR) carries a Roarable Rating of E (Strong Sell) with 31/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.

ROARABLE E • RED ALERT Cap $50.9M
📤 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 SCOR Below — or Connect Your Own ChatGPT / Claude
🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is SCOR stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-03, comScore Inc. (NASDAQ: SCOR) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 31/100 at a spot price of $3.35 (-0.59% 1D, market cap $50.9M). Pillar breakdown: Fundamental Cash Engine 6/20, Institutional 13F & Options Flow 3/20, Executive Insider Alignment 8/20, FRED Macro Regime Fit 9/20, and SEC Balance-Sheet Forensics 5/20. Across 1011 tracked Consumer Discretionary issuers, SCOR ranks #867 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does SCOR compare to HGBL and TDTH in the Consumer Discretionary sector?
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Within the Consumer Discretionary sector (Business Services), SCOR carries a Roarable E (31/100 RQD), trailing P/E of N/A, gross margin of 40.5%, and ROIC of 2.8%. By comparison, HGBL (Heritage Global Inc.) holds a D- grade (36/100 RQD, P/E 12.2x, ROIC 9.7%, cap $43.3M) and TDTH (Trident Digital Tech Holdings Ltd (Class B)) posts a E grade (30/100 RQD, P/E N/A, ROIC —, cap $41.0M). Among the 5-stock peer group, HGBL leads on earnings multiple (12.2x) while HGBL leads on capital efficiency (9.7% 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 SCOR?
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Per SCOR's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001158172), comScore Inc. generated $357.5M in revenue (+0.4% YoY), -$10.0M in net income, and $21.8M in free cash flow against $407.7M in total assets and $39.3M in total debt. Key quantitative strengths: Established market leader in Consumer Discretionary with deep daily trading liquidity.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. 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: $3.34 (-0.30%)🧬 Disciplined Float (+0.72% YoY Shares)⚙️ Cash Engine: 6/20 (E) • 6.1% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record Warning: Scores below 50 (31/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-9.4% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERRED ALERT • E
025507510031
3-of-3 JEV AI Jury Bearish Warning
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 E · Rk D-
Cash (6)Whales (3)SEC (8)Macro (9)CEO (5)
Each axis scored 0–20
12M PRICE TARGET CONE-12.2% Base Target
$10 Bull$3 Base$2 Bear
📬 FREE SCOR RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for SCOR)Realized 20D OHLCV Swing Band: ±12.5%
Deterministic 5-Pillar Attribution (31/100 Composite)
🔍 WHY SCOR SCORES 31/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: Macro Regime Fit+9/20 pts (29% of score)

FRED Regime × Technicals: 5% of 52W Range • RSI-14 at 34.3 (NEUTRAL RANGE)

▲ #2 Bullish Driver: SEC 10-K Forensic Risk+8/20 pts (26% of score)

Altman Z-Score 0.20 (DISTRESS RISK (<1.8)) • Piotroski F-Score 6/9

▼ #1 Drag / Risk Factor: Whale & Options Positioning4/20 pts (-16 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
39
Grade E$3.66-6% Next Q
Q2 (-2Q)
36
Grade E$3.44-5.5% Next Q
Q3 (-1Q)
34
Grade E$3.25+3.1% Next Q
Current
31
Grade E$3.35-9.4% Hist 90D α
Trajectory: E (39) → E (31)Full Audit →
⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

⚔️ Adversarial Opposing Case: What Could Spark a SCOR Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While SCOR currently carries a cautious 31/100 (E) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Established market leader in Consumer Discretionary with deep daily trading liquidity.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($4.36) and Max Pain ($3.52) forces dealer call-delta covering toward $9.81.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.72% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $SCOR• $2.4M Crowd Pool • Kalshi / Polymarket Composite
Contract: “SCOR Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”
RSI-14 MOMENTUMNEUTRAL RANGE
34.330 Oversold · 70 Hot
ALTMAN-Z SHIELDDISTRESS RISK (<1.8)
0.20>3.0 Fortress Safe
PIOTROSKI F-SCORESOLID CORE (5–6)
6 / 99-Pt Accounting
52-WEEK LASER RANGE5% OF RANGE
L: $3$3.35H: $9
1. Money & Cash Health● WEAK
Are profits real cash in the bank?

Weak cash conversion or heavy valuation strain compared to actual cash earned.

Factor Grade: ERQD 6 / 20
2. Big Money & Insiders● TRIMMING
Are whales & executives buying or selling?

Insiders and big institutional desks have been trimming shares rather than stepping up to buy.

Factor Grade: ERQD 8 / 40
3. Hidden Risks & Market Weather● WARNING
SEC fine-print scan & interest-rate fit

High sensitivity to tight interest rates or new risk warnings added to recent SEC annual filings.

Factor Grade: D-RQD 17 / 40
MULTI-MODEL JEV QUANT JURY DELIBERATION

3-of-3 JEV AI Jury Bearish Warning on SCOR

Cash & Moat Bull AI
ROIC & Free Cash Flow Model
BEARISH (30)

2.8% ROIC with 40.5% gross margin and 2.80% FCF yield.

SEC Forensic Auditor AI
10-K Accruals & Altman-Z Guard
BEARISH (40)

Altman-Z 0.20 and Piotroski 6/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
BEARISH (28)

8/40 institutional & smart-money positioning score with 9/20 macro alignment.

Bull Case: Why Buyers Like SCOR
  • ✓Established market leader in Consumer Discretionary with deep daily trading liquidity.
Bear Case: What Could Go Wrong
  • !Company executives have done more routine share selling than personal cash buying lately.
  • !Sensitive to high interest rates and tighter Federal Reserve market liquidity.
  • !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 Forensic Quant Desk

Red-Light Warning Desk: Spotting SEC Cash-Flow & Dilution Risks Before Downgrades (Featuring SCOR)

  • ✓Walkthrough of SCOR's RQD Radar, SEC cash-conversion gap & downside invalidation levels
  • ✓3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
  • ✓Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks
RQD INSIDER CLUB WAITLIST$49/YR PLANNED
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SCOR // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -54.36%🛡️ HOLDING TREND SUPPORT
2026-11-03O $3.37H $3.37L $3.35C $3.35VOL 23.7K
RES: $6.14SUP: $2.87SMA50: $4.36SMA200: $6.55
$9.52$7.77$6.01$4.26$2.51RES $6.14SUP $2.87$3.352026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)
8.2%/yr Implied 5Y Growth

vs. +0.4% 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 SCOR today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for SCOR 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 (SCOR)

Consumer Discretionary Rank #867 of 1011 ⚔️ HGBL vs SCOR Full Matrix →

1. Head-to-Head Consumer Discretionary Peer Comparison (SCOR vs. HGBL, TDTH, BBCI, DPU)

Industry: Business Services (90 Tracked Issuers)

Across 1011 tracked Consumer Discretionary securities in the Roarable RQD universe, comScore Inc. (SCOR) ranks #867 by composite RQD confidence (31/100, grade E) and #811 by equity capitalization ($50.9M). Within this direct 5-issuer industry benchmark cohort, HGBL leads on earnings valuation at 12.2x trailing P/E, while HGBL leads on capital efficiency and profitability with 9.7% ROIC and 27.4% gross margin. BBCI currently holds the highest overall quantitative score in the immediate peer group at 43/100 (D-) compared with SCOR at 31/100 (E).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
SCOR ACTIVE
comScore Inc.
E 31/100 — 40.5% 2.8% -0.59% $50.9M Benchmark Subject
HGBL
Heritage Global Inc.
D- 36/100 12.2x 27.4% 9.7% -0.79% $43.3M /hgbl-vs-scor →
TDTH
Trident Digital Tech Holdings Ltd (Class B)
E 30/100 — 51.2% — +0.42% $41.0M /tdth-vs-scor →
BBCI
Bradbury Capital Inc.
D- 43/100 — — — -7.14% $68.0M /bbci-vs-scor →
DPU
Nexpu Ltd. (Class A)
E 34/100 — 8.7% -35.0% -10.11% $73.4M /dpu-vs-scor →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001158172

In its most recent audited fiscal period (FY2025, filed 2025-12-31), comScore Inc. (SCOR) reported GAAP revenue of $357.5M (+0.4% vs. FY2024 revenue of $356.0M , and -3.7% cumulative change since FY2023) , GAAP net income of -$10.0M, operating cash flow of $22.7M, and free cash flow of $21.8M (+26.0% YoY). On the balance sheet, SCOR closed FY2025 with $407.7M in total assets against $39.3M in total debt (Altman Z-Score: 0.20, 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 $357.5M -$10.0M $22.7M $21.8M $407.7M $39.3M
FY2024 (FY) 2024-12-31 $356.0M -$60.2M $18.1M $17.3M $430.2M $40.7M
FY2023 (FY) 2023-12-31 $371.3M -$79.4M $28.9M $28.9M — —

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-03, comScore Inc. (NASDAQ: SCOR) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 31/100 at a spot price of $3.35 (-0.59% 1D, market cap $50.9M). Pillar breakdown: Fundamental Cash Engine 6/20, Institutional 13F & Options Flow 3/20, Executive Insider Alignment 8/20, FRED Macro Regime Fit 9/20, and SEC Balance-Sheet Forensics 5/20. Across 1011 tracked Consumer Discretionary issuers, SCOR ranks #867 in composite RQD confidence.

How does SCOR compare to HGBL and TDTH in the Consumer Discretionary sector?

Within the Consumer Discretionary sector (Business Services), SCOR carries a Roarable E (31/100 RQD), trailing P/E of N/A, gross margin of 40.5%, and ROIC of 2.8%. By comparison, HGBL (Heritage Global Inc.) holds a D- grade (36/100 RQD, P/E 12.2x, ROIC 9.7%, cap $43.3M) and TDTH (Trident Digital Tech Holdings Ltd (Class B)) posts a E grade (30/100 RQD, P/E N/A, ROIC —, cap $41.0M). Among the 5-stock peer group, HGBL leads on earnings multiple (12.2x) while HGBL leads on capital efficiency (9.7% ROIC).

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

Per SCOR's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001158172), comScore Inc. generated $357.5M in revenue (+0.4% YoY), -$10.0M in net income, and $21.8M in free cash flow against $407.7M in total assets and $39.3M in total debt. Key quantitative strengths: Established market leader in Consumer Discretionary with deep daily trading liquidity.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. Institutional options positioning shows a 50% call / 50% put premium split.

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

SCOR last traded at $3.35 (-0.59% on volume of 23,671 shares), positioning the stock -23.17% below its 50-day simple moving average ($4.36) and -48.85% below its 200-day simple moving average ($6.55). Across its 52-week range of $3.05 to $9.34, SCOR sits at the 4.8% percentile with a 14-day RSI of 34.3 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($2.93 to $3.77).

SCOR Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

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

comScore Inc. (SCOR) currently earns a Roarable Rating of E (Strong Sell — SELL) with 31/100 RQD Confidence. Stretched risk/reward at current multiples (3% return on capital) under elevated 10-year interest-rate pressure.

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

SCOR's 12-month base price target is $2.94 (range $2.29 to $9.81), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

ROARABLE RATING BRIEF • RQD 31/100 (E) ✓ STAGE-C NUMBER FIREWALL VERIFIED

SCOR — comScore Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:46:50Z

Roarable Rating Brief: What This Means to a Prospective Investor

The Roarable RQD rating assigns comScore Inc. a score of 31 out of 100, a letter grade of E, and the verdict label "Roarable Strong Sell — Forensic Risk / Avoid." Across the five pillars, the fundamental cash engine scores 6 of 20 (ROIC 2.8%; FCF yield 0%), indicating weak capital efficiency and no free-cash-flow yield at the current market price. The whale/13F flow pillar scores 3 of 20 for institutional accumulation and options positioning, the weakest pillar in the set. Insider conviction scores 5 of 20 based on SEC Form 4 and Congressional PTR cluster flow. Macro regime fit scores 9 of 20 with a beta of 1.0. The forensic balance sheet pillar scores 8 of 20, reflecting an Altman Z of 0.2, a Piotroski F of 6/9, and a Debt/Equity of 0.35.

For a prospective investor, the pillar profile means the rating is driven by weak returns on capital, no free-cash-flow yield, limited institutional and insider support, and a distressed-range Altman Z. The upside case would depend on operating margin recovery from the reported 1.3% and on converting the reported FY 2025 operating income of $4.5M into durable cash generation. Valuation tradeoffs are not fully resolvable from the source data because P/E and EPS are not available in source data; the only valuation anchor provided is EV/EBITDA of 12.6. The rating reflects the source-data profile and is presented for educational purposes, not as personalized advice.

Financial Trend

PeriodRevenueOperating IncomeNet IncomeEPSFCFCashDebt
FY 2025$357.5M$4.5M$-10.0MN/A$21.8M$23.6M$39.3M
FY 2024$356.0M$-59.5M$-60.2MN/A$17.3M$29.9M$40.7M
FY 2023$371.3M$-73.6M$-79.4MN/A$28.9MN/AN/A

Per the SEC financials, FY 2025 revenue was $357.5M with operating income of $4.5M and a net loss of $-10.0M, an improvement from the FY 2024 operating loss of $-59.5M. The reported operating margin is 1.3% and net margin is -2.8%, with gross margin at 40.5%. Per the Roarable RQD rating, ROIC is 2.8%, the Altman Z-Score is 0.2, and the Piotroski F-Score is 6/9. Debt/Equity is 0.35 per the forensic balance sheet pillar, and FY 2025 cash of $23.6M compares with debt of $39.3M.

Recent Catalysts & News Wire Analysis

Per the recent news and catalysts feed, multiple outlets, including Yahoo Finance, GuruFocus, Stock Titan, kalkine.ca, and Moomoo, have published items about comScore's upcoming Q3 2026 earnings. One headline cites a GF Value implying 38% downside. A live call on Q3 results is planned for Nov. 3, and an earnings release is scheduled post-market on November 03. A separate item reports that shares rose 10% on the day Proximic widened its Magnite CTV footprint. All items are tagged YELLOW with impact label MARKET WIRE. Per the Butterfly Supply-Chain Graph, no supply chain is listed, no butterfly links are present, and no proprietary signals are recorded.

Open Questions

  • What are comScore's specific products, customers, and revenue drivers, given that the source describes only its sector and industry?
  • What are the TTM EPS and P/E figures, which the market data lists as unavailable?
  • How did the Q3 2026 results compare with expectations, and what outcome did the November 3 call and release produce?
  • What is the debt maturity schedule and covenant position behind the $39.3M debt figure?
  • What drove the reported FY 2025 operating income improvement from $-59.5M to $4.5M, and is it repeatable?

SCOR Live News Feed, Press Releases & Catalyst Wire

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

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

SCOR Bull vs. Bear Conversation Board — What's Your Call at $3.35?

🐂 33% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON SCOR 🐻 67% BEARISH CONVICTION
1. Pick Your Side on SCOR:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
RO RoarDesk_Moderator Roarable Research Desk 🐻 BEARISH 🎯 Target: $2.97 (-11.9%)
📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is SCOR (E • RQD 31/100) a Buy at $3.37?

Welcome to the SCOR (comScore Inc.) Roar Pit. Current RQD Composite is 31/100 (Roarable Strong Sell — Forensic Risk / Avoid) in Business Services. Bulls point to operating leverage and sector positioning, while bears focus on macro rate sensitivity and margin execution. Pick your side (🐂 Bull or 🐻 Bear) and drop your price target below.

SH ShortSeller_Dan Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $2.70 (-19.9%)
Spot @ $3.37

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

Everyone in here is repeating the bull case on SCOR, but look at what you are paying: current EV/EBITDA multiples with 40.5% gross margins. Unless comScore 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: $3.98 (+18.1%)
Spot @ $3.37

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

Looking at the 5-pillar RQD breakdown on SCOR, the market is fixating on short-term headline noise in Business Services and ignoring the balance sheet and cash flow trajectory. At $3.37 (52-wk range $3.05 - $9.34), any beat on forward guidance forces shorts and underweight funds to chase.

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