Stock Ratings / Consumer Discretionary / SCOR / financials

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comScore Inc. (SCOR) Revenue-to-Profit Sankey Flow & SEC XBRL Financials

$3.37 +0.60% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $3.37

comScore Inc. (SCOR) carries a Roarable Rating of D (Sell) with 46/100 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.

📊 Historical Track Record Warning: Scores below 50 (46/100 · D) historically underperformed SPY in 71% of rolling 90-day windows →

ROARABLE D • SELL / AVOID Cap $51.2M

📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card

INTERACTIVE SCENARIO DECK:

🛡️ Portfolio Crash X-Ray

EXT / AFTER-HRS: $3.37 (-0.08%)🧬 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 (46/100 · D) historically underperformed SPY in 71% of rolling 90-day windows (-6.1% avg 90D alpha vs SPY • 29.0% hit rate).

Audit Bucket Track Record →

RQD QUANT TACHOMETERSELL / AVOID • D

2-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 D- · Rk D+

Each axis scored 0–20

12M PRICE TARGET CONE-5.3% Base Target

WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for SCOR)Realized 20D OHLCV Swing Band: ±12.5%

Deterministic 5-Pillar Attribution (46/100 Composite)

🔍 WHY SCOR SCORES 46/100 (D) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag

▲ #1 Bullish Driver: Macro Regime Fit+15/20 pts (33% of score)

FRED Regime × Technicals: 5% of 52W Range • RSI-14 at 33.9 (NEUTRAL RANGE)

▲ #2 Bullish Driver: Whale & Options Positioning+12/20 pts (26% of score)

20D Institutional Volume Accumulation (±12.5% realized swing band)

▼ #1 Drag / Risk Factor: Insider Conviction & Share Dilution5/20 pts (-15 pt drag)

Disciplined Float (+0.72% YoY Shares) & executive Form 4 sales trim 15 pts from alignment

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current

Q1 (-3Q)

Grade C-$4.03-14.9% Next Q

Q2 (-2Q)

Grade C-$3.43-8.2% Next Q

Q3 (-1Q)

Grade D$3.15+7% Next Q

Current

Grade D$3.37-6.1% Hist 90D α

Trajectory: C- (54) → D (46)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 46/100 (D) rating due to Insider Conviction & Share Dilution (5/20), 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 ($4.43) and Max Pain ($3.54) 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”

YES 46%NO 54%Trade / Inspect Odds →

VISUAL REVENUE-TO-PROFIT SANKEY WATERFALL • FY 2025 (10-K)

How SCOR Turns Every Dollar of Sales Into Real Bottom-Line Profit

Free Cash Flow:$21.8M (6.1% FCF Margin)

Multi-Year SEC EDGAR XBRL Revenue, Net Profit & Free Cash Flow Trajectory

■ Revenue■ Net Profit■ Free Cash Flow

FY23

Rev $371.3M

FY24

Rev $356.0M

FY25

Rev $357.5M

Fiscal Year	Revenue	Gross Margin	Op Margin	Net Profit	Free Cash Flow	ROIC %
FY 2025	$357.5M	40.5%	1.3%	-$10.0M	$21.8M	2.8%
FY 2024	$356.0M	41.4%	-16.7%	-$60.2M	$17.3M	-45%
FY 2023	$371.3M	40.5%	-19.8%	-$79.4M	$28.9M	2.8%

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: -53.65%🛡️ HOLDING TREND SUPPORT

2026-10-30O $3.35H $3.85L $3.23C $3.37VOL 23.7K

RES: $6.20SUP: $2.94SMA50: $4.43SMA200: $6.60

PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

🦋 SCOR Butterfly Map → + Track SCOR →

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 #736 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 #736 by composite RQD confidence (46/100, grade D) and #813 by equity capitalization ($51.2M). 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 48/100 (D) compared with SCOR at 46/100 (D).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
SCOR ACTIVE comScore Inc.	D	46/100	—	40.5%	2.8%	+0.60%	$51.2M	Benchmark Subject
HGBL Heritage Global Inc.	D-	38/100	12.2x	27.4%	9.7%	-2.33%	$43.6M	/hgbl-vs-scor →
TDTH Trident Digital Tech Holdings Ltd (Class B)	D	46/100	—	51.2%	—	+6.64%	$40.9M	/tdth-vs-scor →
BBCI Bradbury Capital Inc.	D	48/100	—	—	—	-13.33%	$73.3M	/bbci-vs-scor →
DPU Nexpu Ltd. (Class A)	D	46/100	—	8.7%	-35.0%	+6.82%	$81.7M	/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 2026-11-01, comScore Inc. (NASDAQ: SCOR) is rated D (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 46/100 at a spot price of $3.37 (+0.60% 1D, market cap $51.2M). Pillar breakdown: Fundamental Cash Engine 6/20, Institutional 13F & Options Flow 12/20, Executive Insider Alignment 8/20, FRED Macro Regime Fit 15/20, and SEC Balance-Sheet Forensics 5/20. Across 1011 tracked Consumer Discretionary issuers, SCOR ranks #736 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 D (46/100 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 (38/100 RQD, P/E 12.2x, ROIC 9.7%, cap $43.6M) and TDTH (Trident Digital Tech Holdings Ltd (Class B)) posts a D grade (46/100 RQD, P/E N/A, ROIC —, cap $40.9M). 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 $3.37 (+0.60% on volume of 83,593 shares), positioning the stock -23.93% below its 50-day simple moving average ($4.43) and -48.94% below its 200-day simple moving average ($6.60). Across its 52-week range of $3.05 to $9.34, SCOR sits at the 5.1% percentile with a 14-day RSI of 33.9 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($2.95 to $3.79).

SCOR Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

How profitable is comScore Inc. (SCOR)?

In FY 2025 (10-K), SCOR converted $357.5M of revenue into a 40.5% gross margin, 1.3% operating margin, and $21.8M in free cash flow (6.1% FCF margin).

Direct Sub-Reports: SCOR RQD Cockpit SCOR 12M Forecast SCOR Earnings & Move SCOR Dividends & DRIP SCOR Insiders & 13F SCOR Whale Options SCOR Profit Sankey SCOR News & Why