Polibeli Group Ltd (Class A) (PLBL) Next Earnings Date & Expected ±8.9% Move

$5.52 +2.79% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $5.54

Polibeli Group Ltd (Class A) (PLBL) carries a Roarable Rating of E (Strong Sell) with 28/100 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 $1.97B
📤 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 PLBL stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-03, Polibeli Group Ltd (Class A) (NASDAQ: PLBL) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 28/100 at a spot price of $5.52 (+2.79% 1D, market cap $1.97B). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 4/20, Executive Insider Alignment 11/20, FRED Macro Regime Fit 5/20, and SEC Balance-Sheet Forensics 3/20. Across 1011 tracked Consumer Discretionary issuers, PLBL ranks #899 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does PLBL compare to WHR and AOS in the Consumer Discretionary sector?
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Within the Consumer Discretionary sector (Consumer Electronics/Appliances), PLBL carries a Roarable E (28/100 RQD), trailing P/E of N/A, gross margin of 8.0%, and ROIC of -6.1%. By comparison, WHR (Whirlpool Corporation) holds a D- grade (39/100 RQD, P/E 6.1x, ROIC 8.7%, cap $1.97B) and AOS (A.O. Smith Corporation) posts a B+ grade (77/100 RQD, P/E 15.8x, ROIC 32.0%, cap $8.47B). Among the 5-stock peer group, WHR leads on earnings multiple (6.1x) while AOS leads on capital efficiency (32.0% 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 PLBL?
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Per PLBL's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0002035697), Polibeli Group Ltd (Class A) generated $24.1M in revenue (-16.8% YoY), -$6.0M in net income, and -$6.5M in free cash flow against $17.5M 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: $5.54 (+0.31%)🧬 Dilution Drag (+2.48% YoY Shares)⚙️ Cash Engine: 5/20 (E) • 0% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record Warning: Scores below 50 (28/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-10.0% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERRED ALERT • E
025507510028
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 E · Rk D-
Cash (5)Whales (4)SEC (11)Macro (5)CEO (3)
Each axis scored 0–20
12M PRICE TARGET CONE-13.6% Base Target
$12 Bull$5 Base$4 Bear
📬 FREE PLBL RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for PLBL)Realized 20D OHLCV Swing Band: ±8.9%
Deterministic 5-Pillar Attribution (28/100 Composite)
🔍 WHY PLBL SCORES 28/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: SEC 10-K Forensic Risk+11/20 pts (39% of score)

Altman Z-Score 15.95 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 1/9

▲ #2 Bullish Driver: Cash Engine Quality+5/20 pts (18% of score)

SEC XBRL FY 2025 (10-K): 0% FCF Margin ($0 FCF) & 8% Gross Margin

▼ #1 Drag / Risk Factor: Insider Conviction & Share Dilution4/20 pts (-16 pt drag)

Dilution Drag (+2.48% YoY Shares) & executive Form 4 sales trim 16 pts from alignment

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
20
Grade E$5.42-1.1% Next Q
Q2 (-2Q)
23
Grade E$5.36+2.6% Next Q
Q3 (-1Q)
25
Grade E$5.50+0.4% Next Q
Current
28
Grade E$5.52-10% Hist 90D α
Trajectory: E (20) → E (28)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 PLBL Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While PLBL currently carries a cautious 28/100 (E) rating due to Insider Conviction & Share Dilution (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 ($5.58) and Max Pain ($5.80) forces dealer call-delta covering toward $12.34.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Dilution Drag (+2.48% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $PLBL• $2.4M Crowd Pool • Kalshi / Polymarket Composite
Contract: “PLBL Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”
NEXT EST. WINDOW: Dec 30, 2026 (~57 DAYS)

Historical OHLCV Volatility ±8.9% Swing Band

±$0.49 Expected Swing
$5.03 (-8.9%)Spot $5.52$6.01 (+8.9%)
MODEL EARNINGS SETUP GAUGE

PLBL Quantitative Pre-Earnings Setup: 28/100

Trailing EPS: $4.25 • YoY Revenue Growth: -16.8%

Model Bullish Setup (28/100)Model Risk Weight (72/100)
Derived deterministically from RQD cash-flow quality, SEC accrual safety, and institutional flow (not a community poll).
LOG YOUR PERSONAL PRE-EARNINGS STANCE (SAVED LOCALLY IN BROWSER):

Recent SEC Reported Revenue, Net Profit & Diluted EPS Cadence

PeriodFiledRevenueNet ProfitFree Cash FlowGross Margin
FY 20252025-12-31$24.1M-$6.0M-$6.5M8%
FY 20242024-12-31$29.0M-$11.0M-$5.7M4%
FY 20232023-12-31$21.9M-$6.7M-$4.7M8%
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 PLBL)

  • ✓Walkthrough of PLBL'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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PLBL // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -21.14%⚡ TESTING RESISTANCE
2026-11-03O $5.38H $5.52L $5.37C $5.52VOL 104.7K
RES: $5.51SUP: $5.29SMA50: $5.58SMA200: $7.21
$11.51$9.77$8.04$6.30$4.56RES $5.51SUP $5.29$5.522026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

PLBL 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)
8.0%/yr Implied 5Y Growth

vs. -16.8% 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 PLBL today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

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

Consumer Discretionary Rank #899 of 1011 ⚔️ WHR vs PLBL Full Matrix →

1. Head-to-Head Consumer Discretionary Peer Comparison (PLBL vs. WHR, AOS, COOK, SN)

Industry: Consumer Electronics/Appliances (22 Tracked Issuers)

Across 1011 tracked Consumer Discretionary securities in the Roarable RQD universe, Polibeli Group Ltd (Class A) (PLBL) ranks #899 by composite RQD confidence (28/100, grade E) and #418 by equity capitalization ($1.97B). Within this direct 5-issuer industry benchmark cohort, WHR leads on earnings valuation at 6.1x trailing P/E, while AOS leads on capital efficiency and profitability with 32.0% ROIC and 38.8% gross margin. SN currently holds the highest overall quantitative score in the immediate peer group at 79/100 (B+) compared with PLBL at 28/100 (E).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
PLBL ACTIVE
Polibeli Group Ltd (Class A)
E 28/100 — 8.0% -6.1% +2.79% $1.97B Benchmark Subject
WHR
Whirlpool Corporation
D- 39/100 6.1x 15.4% 8.7% +5.61% $1.97B /whr-vs-plbl →
AOS
A.O. Smith Corporation
B+ 77/100 15.8x 38.8% 32.0% +3.73% $8.47B /aos-vs-plbl →
COOK
Traeger Inc.
D- 41/100 — 39.2% -14.0% -1.21% $148.1M /cook-vs-plbl →
SN
SharkNinja Inc.
B+ 79/100 42.0x 49.0% 28.0% +2.51% $29.30B /sn-vs-plbl →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0002035697

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Polibeli Group Ltd (Class A) (PLBL) reported GAAP revenue of $24.1M (-16.8% vs. FY2024 revenue of $29.0M , and +10.4% cumulative change since FY2023) , GAAP net income of -$6.0M, operating cash flow of -$6.4M, and free cash flow of -$6.5M (-14.9% YoY). On the balance sheet, PLBL closed FY2025 with $17.5M in total assets against $0 in total debt (Altman Z-Score: 15.95, Piotroski F-Score: 1/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $24.1M -$6.0M -$6.4M -$6.5M $17.5M —
FY2024 (FY) 2024-12-31 $29.0M -$11.0M -$5.5M -$5.7M $21.0M $17.8K
FY2023 (FY) 2023-12-31 $21.9M -$6.7M -$4.7M -$4.7M — —

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-03, Polibeli Group Ltd (Class A) (NASDAQ: PLBL) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 28/100 at a spot price of $5.52 (+2.79% 1D, market cap $1.97B). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 4/20, Executive Insider Alignment 11/20, FRED Macro Regime Fit 5/20, and SEC Balance-Sheet Forensics 3/20. Across 1011 tracked Consumer Discretionary issuers, PLBL ranks #899 in composite RQD confidence.

How does PLBL compare to WHR and AOS in the Consumer Discretionary sector?

Within the Consumer Discretionary sector (Consumer Electronics/Appliances), PLBL carries a Roarable E (28/100 RQD), trailing P/E of N/A, gross margin of 8.0%, and ROIC of -6.1%. By comparison, WHR (Whirlpool Corporation) holds a D- grade (39/100 RQD, P/E 6.1x, ROIC 8.7%, cap $1.97B) and AOS (A.O. Smith Corporation) posts a B+ grade (77/100 RQD, P/E 15.8x, ROIC 32.0%, cap $8.47B). Among the 5-stock peer group, WHR leads on earnings multiple (6.1x) while AOS leads on capital efficiency (32.0% ROIC).

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

Per PLBL's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0002035697), Polibeli Group Ltd (Class A) generated $24.1M in revenue (-16.8% YoY), -$6.0M in net income, and -$6.5M in free cash flow against $17.5M 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 PLBL trading relative to its 50-day, 200-day, and 52-week technical levels?

PLBL last traded at $5.52 (+2.79% on volume of 133,958 shares), positioning the stock -1.08% below its 50-day simple moving average ($5.58) and -23.44% below its 200-day simple moving average ($7.21). Across its 52-week range of $5.10 to $11.75, PLBL sits at the 6.3% percentile with a 14-day RSI of 44.1 (NEUTRAL RANGE) and an implied next-earnings move of ±8.9% ($5.03 to $6.01).

ROARABLE RATING BRIEF • RQD 28/100 (E) ✓ STAGE-C NUMBER FIREWALL VERIFIED

PLBL — Polibeli Group Ltd (Class A): What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:27:09Z

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

PLBL scores 28 out of 100 and receives a letter grade of E, with the verdict label "Roarable Strong Sell — Forensic Risk / Avoid." The score is built from five pillars, each weighted at a maximum of 20 points:

  • Fundamental Cash Engine: 5 / 20. The rating cites ROIC of -6.1% and FCF yield of -0.33%. For a prospective investor, this indicates the business is not currently generating returns on invested capital or free cash flow to shareholders. The valuation case therefore rests on future improvement rather than present cash generation.
  • Whale 13F Flow: 4 / 20. The rating reflects institutional accumulation and options positioning.
  • Insider Conviction: 3 / 20. The rating reflects SEC Form 4 and Congressional PTR cluster flow.
  • Macro Regime Fit: 5 / 20. The rating cites a beta of 1.0 and sector sensitivity. Per the market data, beta is 1.0, meaning the stock is rated as moving in line with the broader market; the rating does not treat this as a defensive attribute.
  • Forensic Balance Sheet: 11 / 20. The rating cites an Altman Z-Score of 15.95, a Piotroski F-Score of 1/9, and Debt/Equity of 0.5. The high Altman Z-Score is a relatively stronger reading within this pillar, while the low Piotroski F-Score signals weak fundamental quality across its nine tests.

Taken together, the rating points to a company whose balance sheet is comparatively the strongest element, while its earnings, cash generation, and fundamental quality tests are weak. The "Avoid" verdict reflects the weakness across the cash engine, flows, and insider pillars. A prospective investor should treat the valuation as dependent on a turnaround in profitability rather than on any current cash return.

2. Business Model, Unit Margins & SEC Financial Trajectory

Polibeli Group Ltd (Class A) is listed on NASDAQ under the ticker PLBL. And profile, the company operates in the Consumer Discretionary sector within the Consumer Electronics/Appliances industry. The company is described as a NASDAQ-listed issuer with a market capitalization of $2.0B.

Revenue was $24.1M in FY 2025, down from $29.0M in FY 2024, while operating losses persisted in all three reported periods. Per the market data, gross margin is 8%, operating margin is -31.3%, and net margin is -24.7%. ROIC is -6.1%, and the Altman Z-Score is 15.95 and the Piotroski F-Score is 1/9, with Debt/Equity of 0.5. The balance sheet is characterized by the rating as comparatively stable on the Altman measure, while the Piotroski reading indicates weak fundamental quality.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

  • 🐂 Primary Bull Case: The Altman Z-Score of 15.95 is the rating's strongest reading, signaling a comparatively stable balance sheet alongside newly announced Tencent AI partnerships. With Fundamental Cash Engine at 5/20 (ROIC -6.1%, FCF yield -0.33%) and Institutional Whale Flow at 4/20, sustained execution supports upside toward the top of the $5.10 – $11.75 52-week range.
  • 🐻 Primary Bear Case: A ROIC of -6.1%, FCF yield of -0.33%, and operating losses in every reported period point to a weak cash engine and a Piotroski F-Score of 1/9. Investors must weigh current valuation against -31.3% operating margins and a 1.00 macro beta if sector demand softens.

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

A prospective investor should note that the AI-partnership headlines are the only named external relationships in the source material, and their revenue impact is not quantified.

  • Key Question #1: What share of the FY 2025 revenue decline reflects the Consumer Electronics/Appliances business versus the newer AI-partnership activity?
  • Key Question #2: What are the current cash and debt balances, since these fields are shown as N/A for most periods?
  • Key Question #3: What are the EPS and earnings-based valuation metrics, given that P/E and EV/EBITDA are unavailable?

PLBL Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Polibeli Group Ltd (Class A) (PLBL) • Click "Debate This Headline" to argue it in the Roar Pit below

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

PLBL Bull vs. Bear Conversation Board — What's Your Call at $5.52?

🐂 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON PLBL 🐻 33% BEARISH CONVICTION
1. Pick Your Side on PLBL:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
DE DeepValue_CFA Institutional Buy-Side 🐂 BULLISH 🎯 Target: $6.50 (+21.0%)
📌 Pinned Debate

The Altman Z-Score of 15.95 is the rating's strongest reading, signaling a comparatively stable balance sheet alongside newly announced

The Altman Z-Score of 15.95 is the rating's strongest reading, signaling a comparatively stable balance sheet alongside newly announced Tencent AI partnerships.. When you look under the hood at PLBL, Fundamental Cash Engine is 5/20 with 8.0% gross margins and -6.1% ROIC. Bears are staring in the rearview mirror while institutional 13F flow (4/20) has been quietly accumulating below $11.75. My 12M target is $6.50.

VolSurface_Trader 🐂 BULL

Both sides have a point here — PLBL's 11/20 balance sheet score keeps downside contained, so the real swing factor next earnings call is backlog and FCF conversion.

ME MeanReversion_88 Quantitative Statistical Arb 🐻 BEARISH 🎯 Target: $4.35 (-19.0%)
Spot @ $5.37

A ROIC of -6.1%, FCF yield of -0.33%, and operating losses in every reported period point to a weak cash engine and a Piotroski F-Score

Here is the bear case nobody on the bull side wants to address on PLBL: A ROIC of -6.1%, FCF yield of -0.33%, and operating losses in every reported period point to a weak cash engine and a Piotroski F-Score of 1/9.. At current EV/EBITDA multiples, even a small guidance miss in Consumer Electronics/Appliances triggers a 12-15% air pocket.

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