Yahoo! Finance Canada report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Why JG Stock dropped -3.25% Today — RQD Quant Desk Flash
Aurora Mobile Limited (JG) carries a Roarable Rating of D+ (Sell) with 55/100 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.
🤖 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 2026-11-02, Aurora Mobile Limited (NASDAQ: JG) is rated D+ (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 55/100 at a spot price of $6.54 (-3.25% 1D, market cap $40.3M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 7/20, Executive Insider Alignment 12/20, FRED Macro Regime Fit 13/20, and SEC Balance-Sheet Forensics 15/20. Across 714 tracked Technology issuers, JG ranks #307 in composite RQD confidence.
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief)
How does JG compare to GOAI and MF in the Technology sector?
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Within the Technology sector (Computer Software: Programming Data Processing), JG carries a Roarable D+ (55/100 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 $40.1M) and MF (MindForge Inc. (Class A)) posts a E grade (25/100 RQD, P/E N/A, ROIC -6.6%, cap $41.6M). Among the 5-stock peer group, JG leads on earnings multiple (N/A) while SOGP leads on capital efficiency (85.0% ROIC).
🤖 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.
Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer
SEC Form 4 / 13F Thermometer: 75% Net Buy • Cannibal Buyback (-2.08% YoY Shares)
FRED Regime × Technicals: 47% of 52W Range • RSI-14 at 43.5 (NEUTRAL RANGE)
Put hedging (50% put share) caps near-term gamma upside (-13 pts vs max)
⚔️ Adversarial Opposing Case: Why the JG Bull Thesis Could Fail
Even with a 55/100 (D+) score, JG faces multiple-compression risk if current valuation multiples re-rate toward historical sector medians or if hyperscaler/enterprise customer concentration slows in upcoming 10-Q filings.
Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.
Dilution & Margin Drag: Cannibal Buyback (-2.08% YoY Shares) — any gross margin slip below 64.7% triggers an automatic RQD downgrade.
Technical & Forensic Kill-Switch: A daily close below the 50D SMA ($6.89) or 200D SMA ($6.41) invalidates the momentum regime and cuts Target Base ($6.45) toward Bear Floor ($5.03).
Why JG Stock dropped -3.25% Today — RQD Quant Desk Flash
Aurora Mobile Limited (JG) dropped -3.25% to $6.54, trading at 47% of its 52-week range ($3.2 – $10.37). Stretched risk/reward at current multiples (4% return on capital) under elevated 10-year interest-rate pressure.
- ▸Technical Tape: Trading at 47% of its 52-week range ($3.2 – $10.37) with RSI-14 at 43.5 (NEUTRAL RANGE).
- ▸Volatility Profile: Historical 20-day realized swing band of ±12.5% around $6.54 (no active unusual options sweep snapshot on file).
- ▸Fundamental Anchor: Roarable D+ (Sell) backed by 67.2% gross margin and $9.2M annual free cash flow.
Yahoo Finance UK report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
TradingView report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Stock Titan report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
markets.businessinsider.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Quiver Quantitative report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
www.marketscreener.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Syfe report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
SINGAPORE, Oct. 30, 2026 (GLOBE NEWSWIRE) -- Aurora Mobile Limited (NASDAQ: JG) ("Aurora Mobile" or the "Company"), a leading provider of customer engagement and marketing technology services, announced that Modellix.ai,
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
JG Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure
Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).
vs. +23.7% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).
No active Ellis Vennor swing setup published on JG today. View full Setup Ledger →
No direct multi-tier Butterfly edges indexed yet for JG. Explore sector supply chains on /butterfly.
📊 Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (JG)
1. Head-to-Head Technology Peer Comparison (JG vs. GOAI, MF, SOGP, TEAD)
Industry: Computer Software: Programming Data Processing (72 Tracked Issuers)Across 714 tracked Technology securities in the Roarable RQD universe, Aurora Mobile Limited (JG) ranks #307 by composite RQD confidence (55/100, grade D+) and #572 by equity capitalization ($40.3M). 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. JG currently leads its immediate peer cohort in composite quantitative strength at 55/100 (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+ | 55/100 | — | 67.2% | 4.0% | -3.25% | $40.3M | Benchmark Subject |
| GOAI Eva Live Inc. | D | 46/100 | — | — | 67.0% | -11.12% | $40.1M | /goai-vs-jg → |
| MF MindForge Inc. (Class A) | E | 25/100 | — | 0.8% | -6.6% | +27.68% | $41.6M | /mf-vs-jg → |
| SOGP Sound Group Inc. | D+ | 55/100 | — | 29.2% | 85.0% | -0.36% | $46.8M | /sogp-vs-jg → |
| TEAD Teads Holding Co. | D- | 36/100 | — | 33.0% | -35.0% | -4.43% | $29.9M | /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 0001737339In 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 ENABLEDIs JG stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
As of 2026-11-02, Aurora Mobile Limited (NASDAQ: JG) is rated D+ (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 55/100 at a spot price of $6.54 (-3.25% 1D, market cap $40.3M). Pillar breakdown: Fundamental Cash Engine 8/20, Institutional 13F & Options Flow 7/20, Executive Insider Alignment 12/20, FRED Macro Regime Fit 13/20, and SEC Balance-Sheet Forensics 15/20. Across 714 tracked Technology issuers, JG ranks #307 in composite RQD confidence.
How does JG compare to GOAI and MF in the Technology sector?
Within the Technology sector (Computer Software: Programming Data Processing), JG carries a Roarable D+ (55/100 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 $40.1M) and MF (MindForge Inc. (Class A)) posts a E grade (25/100 RQD, P/E N/A, ROIC -6.6%, cap $41.6M). Among the 5-stock peer group, JG leads on earnings multiple (N/A) while SOGP leads on capital efficiency (85.0% ROIC).
What are the biggest fundamental strengths and SEC risk factors for JG?
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.
Where is JG trading relative to its 50-day, 200-day, and 52-week technical levels?
JG last traded at $6.54 (-3.25% on volume of 5,060 shares), positioning the stock -5.08% below its 50-day simple moving average ($6.89) and +2.03% above its 200-day simple moving average ($6.41). Across its 52-week range of $3.20 to $10.37, JG sits at the 46.6% percentile with a 14-day RSI of 43.5 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($5.72 to $7.36).
JG Investor FAQ & Complete 8-Part Research Index
100% OPEN ACCESS • SEC EDGAR × CBOE × FREDWhy is JG stock moving today?
Why JG Stock dropped -3.25% Today — RQD Quant Desk Flash. Stretched risk/reward at current multiples (4% return on capital) under elevated 10-year interest-rate pressure.
JG — Aurora Mobile Limited: What the Facts Mean to a Prospective Investor
Roarable Rating Brief: What This Means to a Prospective Investor
Per the Roarable RQD rating, JG scores 55 out of 100, grade D+, with the verdict "Roarable Sell — Weak Fundamentals / Trim." The five pillars are:
- Fundamental Cash Engine: 8 / 20. Per the RQD rating, ROIC is 4% and FCF yield is 22.94%. The high FCF yield is a potential upside driver, but the weak ROIC and near-zero operating margin suggest the cash generation is not translating into strong returns on capital.
- Whale 13F Flow: 7 / 20. The rating reflects institutional accumulation and options positioning, but the score is weak. The source data contains no holder detail (see Analyst View section), so the basis for this score cannot be independently verified here.
- Insider Conviction: 15 / 20. Per the RQD rating, this pillar reflects SEC Form 4 and Congressional PTR cluster flow. This is the strongest pillar, indicating relatively more supportive insider signal than the other components.
- Macro Regime Fit: 13 / 20. Per the RQD rating, beta is 1.0 with sector sensitivity noted. A beta of 1.0 implies market-level sensitivity to broad moves.
- Forensic Balance Sheet: 12 / 20. Per the RQD rating, Altman Z is 0.2, Piotroski F is 7/9, and Debt/Equity is 0.5. The Altman Z reading is low, which flags financial-distress risk, while the Piotroski score is comparatively solid.
For a prospective investor, the rating points to a valuation that is low in absolute terms ($40.3M market cap, price of 6.76) but attached to thin profitability and a distressed-range Altman Z. The upside case rests on the FCF yield and insider signal; the downside case rests on weak ROIC, minimal margins, and the 12.21% single-day decline. Trade-offs between the cheap cash-flow headline and the weak return profile are central to evaluating the name.
Business
Aurora Mobile Limited (JG) is a NASDAQ-listed issuer classified in the Technology sector and the Computer Software: Programming Data Processing industry. Per the company profile, 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. Not available in source data: a detailed description of its products, customer base, or revenue model beyond these references.
Financial Trend
| Period | Revenue | Operating Income | Net Income | EPS | FCF | Cash | Debt |
|---|---|---|---|---|---|---|---|
| FY 2025 | $53.6M | $0.1M | $0.1M | N/A | $9.2M | $24.0M | N/A |
| FY 2024 | $43.3M | $-1.4M | $-1.0M | N/A | $0.6M | $16.3M | N/A |
| FY 2023 | $40.9M | $-7.2M | $-8.7M | N/A | $-2.5M | N/A | N/A |
Per the SEC financials, revenue grew from $40.9M in FY 2023 to $53.6M in FY 2025, and the company moved from a net loss of $-8.7M to net income of $0.1M. Per the market data, gross margin is 67.2%, operating margin 0.2%, and net margin 0.1%, with ROIC of 4%. Per the RQD rating, the Altman Z-Score is 0.2 and the Piotroski F-Score is 7/9. Per the SEC financials, cash rose to $24.0M in FY 2025 and debt is reported as N/A; the RQD rating cites Debt/Equity of 0.5.
Recent Catalysts & News Wire Analysis
Per the recent news feed, the catalysts are:
- A results call scheduled for Nov. 12 at 7:30 a.m. ET, per a Stock Titan report.
- An announcement that the company will report third-quarter 2026 financial results on November 12, 2026, per Quiver Quantitative.
- A GPTBots.ai reference tied to NTS contact center work, per markets.businessinsider.com.
Each item is tagged YELLOW with the impact label MARKET WIRE. Risk watch items are not separately itemized in the source data. Per the Butterfly Supply-Chain Graph, the supply chain is listed as NONE, with no butterfly links and no proprietary signals.
Open Questions
- What are the reported EPS, P/E, and EV/EBITDA figures? The source lists EPS as N/A for all periods and leaves valuation multiples unavailable.
- What is the debt position? The financials list debt as N/A, while the RQD rating cites a Debt/Equity of 0.5 without a supporting balance.
- What drove the 12.21% decline, and is it linked to the third-quarter results scheduled for November 12?
- Which institutional holders and insiders are behind the RQD whale and insider pillar scores? The holders section is empty.
- What is the composition of the GPTBots.ai business, and how large is it relative to total revenue?
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
Yahoo! Finance Canada report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Yahoo Finance UK report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
TradingView report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Stock Titan report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
markets.businessinsider.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Quiver Quantitative report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
www.marketscreener.com report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
Syfe report covering Aurora Mobile Limited (JG) market action, institutional positioning, and fundamental catalysts.
JG Bull vs. Bear Conversation Board — What's Your Call at $6.54?
🔥 Official Bull vs. Bear Debate: Is JG (D+ • RQD 55/100) a Buy at $6.76?
Welcome to the JG (Aurora Mobile Limited) Roar Pit. Current RQD Composite is 55/100 (Roarable Sell — Weak Fundamentals / Trim) in Computer Software: Programming Data Processing. 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.
Pump the brakes on JG — check the valuation vs. margin headwinds
Everyone in here is repeating the bull case on JG, but look at what you are paying: current EV/EBITDA multiples with 67.2% gross margins. Unless Aurora Mobile Limited expands free cash flow yield next quarter, I would rather wait for a pullback closer to the 200-day moving average before touching this.
JG cash flow & RQD setup is being underpriced by the Street here
Looking at the 5-pillar RQD breakdown on JG, the market is fixating on short-term headline noise in Computer Software: Programming Data Processing and ignoring the balance sheet and cash flow trajectory. At $6.76 (52-wk range $3.20 - $10.37), any beat on forward guidance forces shorts and underweight funds to chase.