How profitable is Aurora Mobile Limited (JG)?

In FY 2025 (10-K), JG converted $53.6M of revenue into a 67.2% gross margin, 0.2% operating margin, and $9.2M in free cash flow (17.2% FCF margin).

Stock Ratings / Technology / JG / financials

GOAI (46) SOGP (55) MF (25) TEAD (36) ⌘ Pro Terminal →

Aurora Mobile Limited (JG) Revenue-to-Profit Sankey Flow & SEC XBRL Financials

$6.63 +1.38% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $6.63

Aurora Mobile Limited (JG) carries a Roarable Rating of D+ (Sell) with 54/100 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 $39.0M

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

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As of 2026-11-03, Aurora Mobile Limited (NASDAQ: JG) is rated D+ (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 54/100 at a spot price of $6.63 (+1.38% 1D, market cap $39.0M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 6/20, SEC Balance-Sheet Forensics 12/20, FRED Macro Regime Fit 13/20, and Executive Insider Alignment 15/20. Across 715 tracked Technology issuers, JG ranks #298 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief

🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does JG compare to GOAI and SOGP in the Technology sector?

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Within the Technology sector (Computer Software: Programming Data Processing), JG carries a Roarable D+ (54/100 RQD), trailing P/E of N/A, gross margin of 67.2%, and ROIC of 4.0%. By comparison, GOAI (Eva Live Inc.) holds a D grade (46/100 RQD, P/E N/A, ROIC 67.0%, cap $35.6M) and SOGP (Sound Group Inc.) posts a D+ grade (55/100 RQD, P/E N/A, ROIC 85.0%, cap $46.6M). Among the 5-stock peer group, JG leads on earnings multiple (N/A) while SOGP leads on capital efficiency (85.0% 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 JG?

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Per JG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001737339), Aurora Mobile Limited generated $53.6M in revenue (+23.7% YoY), $61.0K in net income, and $9.2M in free cash flow against $59.5M in total assets and $0 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

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INTERACTIVE SCENARIO DECK:

🛡️ Portfolio Crash X-Ray

EXT / AFTER-HRS: $6.63 (+0.06%)🧬 Cannibal Buyback (-2.08% YoY Shares)⚙️ Cash Engine: 8/20 (D-) • 17.2% FCF Margin

Verify 90D Bucket Audit →

📊 Historical Track Record: Scores of 54/100 (D+) historically posted market-perform odds over rolling 90-day windows (-0.7% avg 90D alpha vs SPY • 51.0% hit rate — wait for RQD ≥ 70 breakout).

Audit Bucket Track Record →

RQD QUANT TACHOMETERSELL / AVOID • D+

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 D · Rk C

Each axis scored 0–20

12M PRICE TARGET CONE-1.8% Base Target

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

Deterministic 5-Pillar Attribution (54/100 Composite)

🔍 WHY JG SCORES 54/100 (D+) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag

▲ #1 Bullish Driver: Insider Conviction & Share Dilution+15/20 pts (28% of score)

SEC Form 4 / 13F Thermometer: 75% Net Buy • Cannibal Buyback (-2.08% YoY Shares)

▲ #2 Bullish Driver: Macro Regime Fit+13/20 pts (24% of score)

FRED Regime × Technicals: 48% of 52W Range • RSI-14 at 41 (NEUTRAL RANGE)

▼ #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)

Grade C+$7.86+4.3% Next Q

Q2 (-2Q)

Grade C$8.20-7.3% Next Q

Q3 (-1Q)

Grade C$7.60-12.8% Next Q

Current

Grade D+$6.63-0.7% Hist 90D α

Trajectory: C+ (62) → D+ (54)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 JG Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While JG currently carries a cautious 54/100 (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

Company leadership has skin in the game with net positive insider conviction.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($6.89) and Max Pain ($6.96) forces dealer call-delta covering toward $10.89.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Cannibal Buyback (-2.08% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $JG• $4.8M Crowd Pool • Kalshi / Polymarket Composite

Contract: “JG Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”

YES 54%NO 46%Trade / Inspect Odds →

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

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

Free Cash Flow:$9.2M (17.2% FCF Margin)

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

■ Revenue■ Net Profit■ Free Cash Flow

FY23

Rev $40.9M

FY24

Rev $43.3M

FY25

Rev $53.6M

Fiscal Year	Revenue	Gross Margin	Op Margin	Net Profit	Free Cash Flow	ROIC %
FY 2025	$53.6M	67.2%	0.2%	$61.0K	$9.2M	95%
FY 2024	$43.3M	66.1%	-3.1%	-$965.0K	$553.0K	-45%
FY 2023	$40.9M	67.2%	-17.5%	-$8.7M	-$2.5M	4%

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 JG)

✓Walkthrough of JG'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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JG // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -4.74%🛡️ HOLDING TREND SUPPORT

2026-11-03O $6.76H $6.76L $6.54C $6.63VOL 5.1K

RES: $11.31SUP: $6.33SMA50: $6.89SMA200: $6.40

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

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

🦋 JG Butterfly Map → + Track JG →

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. +23.7% 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 JG today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video

🎬 No recent verified company-specific video clip queued for JG 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 (JG)

Technology Rank #298 of 715 ⚔️ GOAI vs JG Full Matrix →

1. Head-to-Head Technology Peer Comparison (JG vs. GOAI, SOGP, MF, TEAD)

Industry: Computer Software: Programming Data Processing (72 Tracked Issuers)

Across 715 tracked Technology securities in the Roarable RQD universe, Aurora Mobile Limited (JG) ranks #298 by composite RQD confidence (54/100, grade D+) and #573 by equity capitalization ($39.0M). Within this direct 5-issuer industry benchmark cohort, JG leads on earnings valuation at N/A trailing P/E, while SOGP leads on capital efficiency and profitability with 85.0% ROIC and 29.2% gross margin. SOGP currently holds the highest overall quantitative score in the immediate peer group at 55/100 (D+) compared with JG at 54/100 (D+).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
JG ACTIVE Aurora Mobile Limited	D+	54/100	—	67.2%	4.0%	+1.38%	$39.0M	Benchmark Subject
GOAI Eva Live Inc.	D	46/100	—	—	67.0%	-1.10%	$35.6M	/goai-vs-jg →
SOGP Sound Group Inc.	D+	55/100	—	29.2%	85.0%	-0.09%	$46.6M	/sogp-vs-jg →
MF MindForge Inc. (Class A)	E	25/100	—	0.8%	-6.6%	+37.60%	$53.2M	/mf-vs-jg →
TEAD Teads Holding Co.	D-	36/100	—	33.0%	-35.0%	-10.62%	$28.5M	/tead-vs-jg →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001737339 ↗

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Aurora Mobile Limited (JG) reported GAAP revenue of $53.6M (+23.7% vs. FY2024 revenue of $43.3M , and +31.1% cumulative change since FY2023) , GAAP net income of $61.0K, operating cash flow of $9.3M, and free cash flow of $9.2M (+1571.6% YoY). On the balance sheet, JG closed FY2025 with $59.5M in total assets against $0 in total debt (Altman Z-Score: 0.20, Piotroski F-Score: 7/9).

Fiscal Period	Filing Date	Revenue	Net Income	Operating Cash Flow	Free Cash Flow	Total Assets	Total Debt
FY2025 (FY)	2025-12-31	$53.6M	$61.0K	$9.3M	$9.2M	$59.5M	—
FY2024 (FY)	2024-12-31	$43.3M	-$965.0K	$1.2M	$553.0K	$51.8M	—
FY2023 (FY)	2023-12-31	$40.9M	-$8.7M	-$2.5M	-$2.5M	—	—

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

How does JG compare to GOAI and SOGP in the Technology sector?

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

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

JG last traded at $6.63 (+1.38% on volume of 10,539 shares), positioning the stock -3.77% below its 50-day simple moving average ($6.89) and +3.59% above its 200-day simple moving average ($6.40). Across its 52-week range of $3.20 to $10.37, JG sits at the 47.8% percentile with a 14-day RSI of 41.0 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($5.80 to $7.46).

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

ROARABLE RATING BRIEF • RQD 54/100 (D+) ✓ SEC XBRL & RQD VERIFIED

JG — Aurora Mobile Limited: 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

Aurora Mobile Limited (JG) earns a live Roarable RQD composite score of 54/100, corresponding to a D+ letter grade (Roarable Sell) at a spot price of $6.63 (+1.38% 1D, market capitalization $39.0M).

Fundamental Cash Engine (8/20): Anchored by return on invested capital (ROIC) of 4.0%, gross margin of 67.2%, operating margin of 0.2%, and free cash flow yield of 22.94%.
Whale 13F & Options Flow (6/20) + Insider Conviction (15/20): Tracks institutional 13F accumulation, CBOE options call/put positioning, and SEC Form 4 / Congressional PTR filings.
Macro Regime Fit (13/20) + Forensic Balance Sheet (12/20): Incorporates a 1.00x equity beta, Altman Z-Score of 0.20, Piotroski F-Score of 7/9, and Debt/Equity of N/A.

2. Business Model, Unit Margins & SEC Financial Trajectory

Aurora Mobile Limited (JG) is a NASDAQ-listed issuer classified in the Technology sector and the Computer Software: Programming Data Processing industry. Its market capitalization is $0.0B. Per the recent news feed, the company's GPTBots.ai product is referenced in connection with contact center AI work. —: a detailed description of its products, customer base, or revenue model beyond these references.

In its latest audited SEC EDGAR 10-K filing for FY2025 (filed 2025-12-31), Aurora Mobile Limited (JG) reported $53.6M in annual revenue (up from $43.3M in FY2024, +23.7% YoY) and $61.0K in GAAP net income. Over the multi-year SEC filing window from FY2023 ($40.9M revenue, -$8.7M net income) through FY2025, JG scaled operating cash flow to $9.3M and free cash flow to $9.2M, backed by $59.5M in total assets against $0 in total debt.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

🐂 Primary Bull Case (D+ • RQD 54/100): Company leadership has skin in the game with net positive insider conviction. Free cash flow yield of 22.94% and institutional whale pillar of 6/20. With Fundamental Cash Engine at 8/20 and Institutional Whale Flow at 6/20, sustained execution supports upside toward the upper end of the $3.20 – $10.37 52-week range.
🐻 Primary Bear Case & Valuation Risk: Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins. Investors must weigh current valuation against 0.2% operating margins and a 1.00x macro beta.

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

— The Butterfly Supply-Chain Graph lists supply chain as NONE, with no upstream or downstream links and no sector-correlation signals, so upstream/downstream dependencies and 2nd-order bottlenecks cannot be identified from the sources provided.

Key Question #1: Can JG sustain or expand its 0.2% operating margin and 4.0% ROIC against Computer Software: Programming Data Processing peers over the next 4 quarters?
Key Question #2: Following FY2025 revenue of $53.6M and free cash flow of $9.2M, how will capital allocation balance growth reinvestment against $0 in total debt?
Key Question #3: How sensitive is JG's equity valuation to Technology capital spending cycles and macro interest-rate shifts (Beta 1.00x)?

JG Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Aurora Mobile Limited (JG) • Click "Debate This Headline" to argue it in the Roar Pit below

💬 Jump to JG Debate Forum (3) ↓

🟡 MARKET WIRE Yahoo! Finance Canada • 22h ago

Aurora Mobile Limited (JG) Stock Price, News, Quote & History

Yahoo! Finance Canada report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE Yahoo Finance UK • 1d ago

Aurora Mobile Limited (JG) stock price, news, quote and history

Yahoo Finance UK report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE TradingView • 1d ago

Aurora Mobile Limited Estimates – NASDAQ:JG

TradingView report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

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🟡 MARKET WIRE Stock Titan • 1d ago

A 7:30 a.m. ET results call is set for Nov. 12, hosted by Aurora Mobile management.

Stock Titan report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE markets.businessinsider.com • 1d ago

Aurora Mobile's GPTBots.ai Helps NTS Turn 38 Years of Contact Center Expertise into Human-Led AI

markets.businessinsider.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE Quiver Quantitative • 1d ago

Aurora Mobile to Report Third Quarter 2026 Financial Results on November 12, 2026

Quiver Quantitative report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE www.marketscreener.com • 1d ago

Aurora Mobile Limited Announces Agent Email, AI-Powered Infrastructure For EngageLab

www.marketscreener.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE Syfe • 1d ago

Nvni Group Limited (NVNI) Stock Price & News

Syfe report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.

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🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

JG Bull vs. Bear Conversation Board — What's Your Call at $6.63?

🐂 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON JG 🐻 33% BEARISH CONVICTION

QU QuantViper RQD DEBATE OPENER • Systematic Momentum Desk 🐂 BULLISH 🎯 Target: $7.85 (+20.0%)

📌 Pinned Debate

FY 2025 revenue of $53.6M with a 22.94% FCF yield and an insider conviction pillar score of 15 / 20 point to a cash-generative business

Long JG at $6.54 targeting $7.85. FY 2025 revenue of $53.6M with a 22.94% FCF yield and an insider conviction pillar score of 15 / 20 point to a cash-generative business trading at a low $40.3M market cap.. Institutional whale score is 6/20 and the risk/reward vs. the $3.20 52-week low is skewed heavily in favor of bulls.

EarningsSniper 🐂 BULL

@ShortSeller_Dan Shorting a 6/20 institutional whale-flow stock at $6.54 is dangerous when funds are rotating into Technology.

SH ShortSeller_Dan RQD DEBATE OPENER • Forensic Short Bias 🐻 BEARISH 🎯 Target: $4.97 (-24.0%)

Spot @ $6.54

A 4% ROIC, 0.2% operating margin, and Altman Z of 0.2 indicate weak returns and elevated financial-distress risk, consistent with the 5

Here is the bear case nobody on the bull side wants to address on JG: A 4% ROIC, 0.2% operating margin, and Altman Z of 0.2 indicate weak returns and elevated financial-distress risk, consistent with the 55 / D+ Roarable Sell rating.. At current EV/EBITDA multiples, even a small guidance miss in Computer Software: Programming Data Processing triggers a 12-15% air pocket.