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Stock Ratings / Consumer Discretionary / OCG
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Oriental Culture Holding LTD (OCG) — RQD Stock Rating Cockpit

$1.62 +1.25% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $1.62

Oriental Culture Holding LTD (OCG) carries a Roarable Rating of D- (Sell) with 42/100 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 D- • SELL / AVOID Cap $3.1M
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
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🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is OCG stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-03, Oriental Culture Holding LTD (NASDAQ: OCG) is rated D- (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 42/100 at a spot price of $1.62 (+1.25% 1D, market cap $3.1M). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 6/20, SEC Balance-Sheet Forensics 10/20, FRED Macro Regime Fit 8/20, and Executive Insider Alignment 7/20. Across 1009 tracked Consumer Discretionary issuers, OCG ranks #708 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does OCG compare to MRM and EJH in the Consumer Discretionary sector?
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Within the Consumer Discretionary sector (Other Consumer Services), OCG carries a Roarable D- (42/100 RQD), trailing P/E of N/A, gross margin of 85.7%, and ROIC of -9.4%. By comparison, MRM (MEDIROM Healthcare Technologies Inc.) holds a D grade (51/100 RQD, P/E N/A, ROIC —, cap $2.6M) and EJH (E-Home Household Service Holdings Limited) posts a D- grade (35/100 RQD, P/E N/A, ROIC —, cap $4.2M). Among the 5-stock peer group, OCG leads on earnings multiple (N/A) while OCG leads on capital efficiency (-9.4% 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 OCG?
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Per OCG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001776067), Oriental Culture Holding LTD generated $1.9M in revenue (+203.3% YoY), -$3.9M in net income, and $77.1K in free cash flow against $66.5M in total assets and $0 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
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INTERACTIVE SCENARIO DECK:
🛡️ Portfolio Crash X-Ray
EXT / AFTER-HRS: $1.62 (+0.03%)🧬 Disciplined Float (+0.16% YoY Shares)⚙️ Cash Engine: 11/20 (D+) • 4.1% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record Warning: Scores below 50 (42/100 · D-) historically underperformed SPY in 71% of rolling 90-day windows (-7.0% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERSELL / AVOID • D-
025507510042
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
Cash (11)Whales (6)SEC (10)Macro (8)CEO (7)
Each axis scored 0–20
12M PRICE TARGET CONE-7.4% Base Target
$13368 Bull$2 Base$1 Bear
📬 FREE OCG RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for OCG)Realized 20D OHLCV Swing Band: ±10.9%
Deterministic 5-Pillar Attribution (42/100 Composite)
🔍 WHY OCG SCORES 42/100 (D-) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: Cash Engine Quality+11/20 pts (26% of score)

SEC XBRL FY 2025 (10-K): 4.1% FCF Margin ($77.1K FCF) & 85.7% Gross Margin

▲ #2 Bullish Driver: SEC 10-K Forensic Risk+10/20 pts (24% of score)

Altman Z-Score 2.22 (WATCH ZONE (1.8–3.0)) • Piotroski F-Score 6/9

▼ #1 Drag / Risk Factor: Whale & Options Positioning6/20 pts (-14 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-14 pts vs max)

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
34
Grade E$1.62-1.2% Next Q
Q2 (-2Q)
37
Grade E$1.60-1.9% Next Q
Q3 (-1Q)
39
Grade E$1.57+3.2% Next Q
Current
42
Grade D-$1.62-7% Hist 90D α
Trajectory: E (34) → D- (42)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 OCG Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While OCG currently carries a cautious 42/100 (D-) rating due to Whale & Options Positioning (6/20), 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 ($1.59) and Max Pain ($1.70) forces dealer call-delta covering toward $13,367.97.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.16% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $OCG• $2.4M Crowd Pool • Kalshi / Polymarket Composite
Contract: “OCG Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”
YES 42%NO 58%Trade / Inspect Odds →
RSI-14 MOMENTUMNEUTRAL RANGE
49.130 Oversold · 70 Hot
ALTMAN-Z SHIELDWATCH ZONE (1.8–3.0)
2.22>3.0 Fortress Safe
PIOTROSKI F-SCORESOLID CORE (5–6)
6 / 99-Pt Accounting
52-WEEK LASER RANGE2% OF RANGE
L: $1$1.62H: $12,731
1. Money & Cash Health● MIXED
Are profits real cash in the bank?

Decent core business (85.7% gross margin), though cash flow growth is moderate rather than explosive right now.

Factor Grade: D+RQD 11 / 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 13 / 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: DRQD 18 / 40
MULTI-MODEL JEV QUANT JURY DELIBERATION

2-of-3 JEV AI Jury Bearish Warning on OCG

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

-9.4% ROIC with 85.7% gross margin and 2.44% FCF yield.

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

Altman-Z 2.22 and Piotroski 6/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
BEARISH (35)

13/40 institutional & smart-money positioning score with 8/20 macro alignment.

Bull Case: Why Buyers Like OCG
  • ✓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 OCG)

  • ✓Walkthrough of OCG'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
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OCG // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -1.82%▲ ASCENDING CHANNEL
2026-11-03O $1.63H $1.63L $1.60C $1.62VOL 33.9K
RES: $2.02SUP: $1.44SMA50: $1.59SMA200: $2.06
$1,370.0$999.1$628.1$257.2$-113.75RES $2.02SUP $1.44$1.622026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

🦋 OCG Butterfly Map → + Track OCG →
Share Count & Dilution Monitor

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

Reverse-DCF Expectations Hurdle
8.0%/yr Implied 5Y Growth

vs. +203.3% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger

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

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

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

Consumer Discretionary Rank #708 of 1009 ⚔️ MRM vs OCG Full Matrix →

1. Head-to-Head Consumer Discretionary Peer Comparison (OCG vs. MRM, EJH, PMAX, JWEL)

Industry: Other Consumer Services (73 Tracked Issuers)

Across 1009 tracked Consumer Discretionary securities in the Roarable RQD universe, Oriental Culture Holding LTD (OCG) ranks #708 by composite RQD confidence (42/100, grade D-) and #980 by equity capitalization ($3.1M). Within this direct 5-issuer industry benchmark cohort, OCG leads on earnings valuation at N/A trailing P/E, while OCG leads on capital efficiency and profitability with -9.4% ROIC and 85.7% gross margin. MRM currently holds the highest overall quantitative score in the immediate peer group at 51/100 (D) compared with OCG at 42/100 (D-).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
OCG ACTIVE
Oriental Culture Holding LTD
D- 42/100 — 85.7% -9.4% +1.25% $3.1M Benchmark Subject
MRM
MEDIROM Healthcare Technologies Inc.
D 51/100 — — — 0.00% $2.6M /mrm-vs-ocg →
EJH
E-Home Household Service Holdings Limited
D- 35/100 — 22.4% — +1.53% $4.2M /ejh-vs-ocg →
PMAX
Powell Max Limited (Class A)
D 49/100 — — — +23.45% $2.0M /pmax-vs-ocg →
JWEL
Jowell Global Ltd.
D- 38/100 — — -35.0% -6.60% $5.0M /jwel-vs-ocg →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001776067 ↗

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Oriental Culture Holding LTD (OCG) reported GAAP revenue of $1.9M (+203.3% vs. FY2024 revenue of $622.7K , and +19.5% cumulative change since FY2023) , GAAP net income of -$3.9M, operating cash flow of $77.1K, and free cash flow of $77.1K (+101.9% YoY). On the balance sheet, OCG closed FY2025 with $66.5M in total assets against $0 in total debt (Altman Z-Score: 2.22, 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 $1.9M -$3.9M $77.1K $77.1K $66.5M —
FY2024 (FY) 2024-12-31 $622.7K -$2.4M -$4.0M -$4.1M $53.0M —
FY2023 (FY) 2023-12-31 $1.6M -$3.6M $3.6M $3.6M — —

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-03, Oriental Culture Holding LTD (NASDAQ: OCG) is rated D- (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 42/100 at a spot price of $1.62 (+1.25% 1D, market cap $3.1M). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 6/20, SEC Balance-Sheet Forensics 10/20, FRED Macro Regime Fit 8/20, and Executive Insider Alignment 7/20. Across 1009 tracked Consumer Discretionary issuers, OCG ranks #708 in composite RQD confidence.

How does OCG compare to MRM and EJH in the Consumer Discretionary sector?

Within the Consumer Discretionary sector (Other Consumer Services), OCG carries a Roarable D- (42/100 RQD), trailing P/E of N/A, gross margin of 85.7%, and ROIC of -9.4%. By comparison, MRM (MEDIROM Healthcare Technologies Inc.) holds a D grade (51/100 RQD, P/E N/A, ROIC —, cap $2.6M) and EJH (E-Home Household Service Holdings Limited) posts a D- grade (35/100 RQD, P/E N/A, ROIC —, cap $4.2M). Among the 5-stock peer group, OCG leads on earnings multiple (N/A) while OCG leads on capital efficiency (-9.4% ROIC).

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

Per OCG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001776067), Oriental Culture Holding LTD generated $1.9M in revenue (+203.3% YoY), -$3.9M in net income, and $77.1K in free cash flow against $66.5M in total assets and $0 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 OCG trading relative to its 50-day, 200-day, and 52-week technical levels?

OCG last traded at $1.62 (+1.25% on volume of 7,499 shares), positioning the stock +1.89% above its 50-day simple moving average ($1.59) and -21.36% below its 200-day simple moving average ($2.06). Across its 52-week range of $1.37 to $12,731.40, OCG sits at the 0.0% percentile with a 14-day RSI of 49.1 (NEUTRAL RANGE) and an implied next-earnings move of ±10.9% ($1.44 to $1.80).

Direct Sub-Reports: OCG RQD Cockpit OCG 12M Forecast OCG Earnings & Move OCG Dividends & DRIP OCG Insiders & 13F OCG Whale Options OCG Profit Sankey OCG News & Why
ROARABLE RATING BRIEF • RQD 42/100 (D-) ✓ SEC XBRL & RQD VERIFIED

OCG — Oriental Culture Holding LTD: What the Facts Mean to a Prospective Investor

Methodology: RQD v6.2 Deterministic 5-Pillar & SEC XBRL Audit
Updated: 2025-12-31

1. Roarable Rating Brief: What This Means to a Prospective Investor

Oriental Culture Holding LTD (OCG) earns a live Roarable RQD composite score of 42/100, corresponding to a D- letter grade (Roarable Sell) at a spot price of $1.62 (+1.25% 1D, market capitalization $3.1M).

  • Fundamental Cash Engine (11/20): Anchored by return on invested capital (ROIC) of -9.4%, gross margin of 85.7%, operating margin of -60.0%, and free cash flow yield of 2.44%.
  • Whale 13F & Options Flow (6/20) + Insider Conviction (7/20): Tracks institutional 13F accumulation, CBOE options call/put positioning, and SEC Form 4 / Congressional PTR filings.
  • Macro Regime Fit (8/20) + Forensic Balance Sheet (10/20): Incorporates a 1.00x equity beta, Altman Z-Score of 2.22, Piotroski F-Score of 6/9, and Debt/Equity of N/A.

2. Business Model, Unit Margins & SEC Financial Trajectory

Oriental Culture Holding LTD (OCG) is a NASDAQ-listed issuer in the Consumer Discretionary sector and Other Consumer Services industry. The profile does not describe the company's products, customers, or revenue model. The company reported revenue of $1.9M in FY 2025, $0.6M in FY 2024, and $1.6M in FY 2023.

In its latest audited SEC EDGAR 10-K filing for FY2025 (filed 2025-12-31), Oriental Culture Holding LTD (OCG) reported $1.9M in annual revenue (up from $622.7K in FY2024, +203.3% YoY) and -$3.9M in GAAP net income. Over the multi-year SEC filing window from FY2023 ($1.6M revenue, -$3.6M net income) through FY2025, OCG scaled operating cash flow to $77.1K and free cash flow to $77.1K, backed by $66.5M in total assets against $0 in total debt.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

  • 🐂 Primary Bull Case (D- • RQD 42/100): Established market leader in Consumer Discretionary with deep daily trading liquidity. Free cash flow yield of 2.44% and institutional whale pillar of 6/20. With Fundamental Cash Engine at 11/20 and Institutional Whale Flow at 6/20, sustained execution supports upside toward the upper end of the $1.37 – $12,731.40 52-week range.
  • 🐻 Primary Bear Case & Valuation Risk: Company executives have done more routine share selling than personal cash buying lately. Investors must weigh current valuation against -60.0% operating margins and a 1.00x macro beta.

4. 2nd-Order Butterfly Ripples & Key Questions to Watch

No upstream or downstream dependencies are recorded, and no sector correlations or proprietary signals are provided.

  • Key Question #1: Can OCG sustain or expand its -60.0% operating margin and -9.4% ROIC against Other Consumer Services peers over the next 4 quarters?
  • Key Question #2: Following FY2025 revenue of $1.9M and free cash flow of $77.1K, how will capital allocation balance growth reinvestment against $0 in total debt?
  • Key Question #3: How sensitive is OCG's equity valuation to Consumer Discretionary capital spending cycles and macro interest-rate shifts (Beta 1.00x)?

OCG Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Oriental Culture Holding LTD (OCG) • Click "Debate This Headline" to argue it in the Roar Pit below

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

OCG Bull vs. Bear Conversation Board — What's Your Call at $1.62?

🐂 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON OCG 🐻 33% BEARISH CONVICTION
1. Pick Your Side on OCG:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
CA CashFlowKing RQD DEBATE OPENER • FCF Compounder Hunter 🐂 BULLISH 🎯 Target: $2.05 (+28.1%)
📌 Pinned Debate

Cash on the balance sheet rose from $17.1M to $32.3M in FY 2025 while revenue grew to $1.9M from $0.6M.

Picked up a starter position in OCG in my $100K Virtual Cash book at $1.60. Cash on the balance sheet rose from $17.1M to $32.3M in FY 2025 while revenue grew to $1.9M from $0.6M.. Trading inside a $1.37–$12731.40 52-week range with 2.44% FCF yield gives solid downside support if Other Consumer Services multiples expand this quarter.

VolSurface_Trader 🐂 BULL

Both sides have a point here — OCG's 10/20 balance sheet score keeps downside contained, so the real swing factor next earnings call is backlog and FCF conversion.

SH ShortSeller_Dan RQD DEBATE OPENER • Forensic Short Bias 🐻 BEARISH 🎯 Target: $1.30 (-18.8%)
Spot @ $1.60

Operating margin of -60% and ROIC of -9.4% show the business is not yet earning returns on its capital.

Careful chasing OCG at $1.60. Operating margin of -60% and ROIC of -9.4% show the business is not yet earning returns on its capital.. Gross margin is 85.7%, but operating margin is -60.0%, which shows SG&A and reinvestment are eating into bottom-line EPS. Target $1.30 on multiple compression.

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