Weekly structural research ยท NASDAQ ยท Technology

JG Stage Analysis

Aurora Mobile Ltd

Week ending 9 Oct 2026Close USD 7.10Tenure DevelopingBenchmark QQQ
Executive diagnosis

What the Activity Line geometry says now

Structure, not prediction
Rotation Up ยท Value reclamation

The Activity Line structure is rotating upward.

Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair.

  • The Trend gate is mixed within the current regime.
  • Fast Activity versus Slow Activity: improving.
  • Activity structure: moderate and expanding.
Direction 40โˆ’100 bearish to +100 bullish
Energy 39/100directional strength
Maturity 25/100lifecycle context
Confidence 53/100evidence agreement
Trend gate Mixedstructural direction
Activity structure Moderateexpanding separation
Price acceptance +66.7%position within the Activity structure
Fair Value context +13.2%USD 6.27 ยท improving
Trend Architecture map ยท Historical context

Weekly close, Activity, Trend and Fair Value

Follow price and Trend first, then add Activity Lines to inspect the structure. Subtle bands show the regime recognized at each completed observation; the dashed line marks current Fair Value, not a historical forecast.

CloseTrendCurrent Fair Value
Background stage key
  • BalanceDirection is contained.
  • Rotation UpStructure is turning higher.
  • Upward ExpansionUptrend is established.
  • DecelerationUptrend is losing energy.
  • Rotation DownStructure is turning lower.
  • Downward ExpansionDowntrend is established.
View chart values ยท 156 observations
WeekCloseTrendRelative StrengthVolumeRegimeDirectionEnergy
2026-10-097.105.98-5.5917404Rotation Up4039
2026-10-026.485.99-14.3917621Rotation Up3032
2026-09-256.796.02-10.6025900Rotation Up2944
2026-09-186.376.05-14.1013395Rotation Up2343
2026-09-116.506.11-12.7420465Rotation Up2536
2026-09-046.486.17-14.7723160Downward Expansion2630
2026-08-286.486.21-15.7116420Downward Expansion719
2026-08-215.916.23-24.0541892Downward Expansion-1620
2026-08-145.736.29-29.4534187Downward Expansion-2822
2026-08-075.006.35-38.5617533Downward Expansion-4026
2026-07-315.606.41-28.7552843Downward Expansion-4635
2026-07-244.806.44-39.6039202Downward Expansion-6253
2026-07-173.966.49-51.9672327Downward Expansion-7464
2026-07-104.416.58-49.96133606Downward Expansion-6778
2026-07-034.386.66-50.5831711Downward Expansion-7285
2026-06-264.406.74-50.9738765Downward Expansion-7889
2026-06-194.106.81-57.3633603Downward Expansion-9192
2026-06-125.116.90-46.6317791Downward Expansion-8183
2026-06-055.546.94-41.9017569Rotation Down-7678
2026-05-295.956.96-41.3127076Rotation Down-4260
2026-05-225.857.01-41.7910445Balance-4654
2026-05-156.207.10-38.6314509Balance-3232
2026-05-086.887.16-32.8813015Balance-1411
2026-05-016.907.21-29.7820869Balance-2423
2026-04-247.137.26-27.0430708Balance-2025
2026-04-177.177.29-25.736070Balance-3930
2026-04-106.557.38-28.6713985Balance-4731
2026-04-036.837.49-23.063384Balance-3220
2026-03-277.007.59-19.0011920Balance-2515
2026-03-207.787.71-13.868120Balance-1710
2026-03-137.367.79-20.876725Balance-1810
2026-03-067.517.84-20.9916622Balance-413
2026-02-277.557.89-22.2615742Rotation Up-020
2026-02-208.097.97-17.844533Rotation Up622
2026-02-138.308.07-15.7038836Downward Expansion1223
2026-02-067.768.18-22.9422643Downward Expansion-116
2026-01-307.278.31-29.9226742Downward Expansion-2621
2026-01-237.608.45-27.1229330Downward Expansion-3119
2026-01-167.658.58-26.4060750Downward Expansion-4232
2026-01-096.808.69-35.1417197Downward Expansion-5849
2026-01-026.258.81-39.1535417Downward Expansion-6856
2025-12-266.338.93-39.6220668Downward Expansion-6955
2025-12-196.759.10-35.0020606Downward Expansion-6152
2025-12-126.859.23-33.7019994Downward Expansion-6358
2025-12-056.749.30-36.2719373Downward Expansion-6678
2025-11-286.439.37-38.8719778Downward Expansion-7087
2025-11-216.749.45-33.1921555Downward Expansion-6786
2025-11-146.389.51-38.8831785Downward Expansion-7987
2025-11-076.189.57-40.9032683Downward Expansion-8987
2025-10-317.479.64-30.8519944Downward Expansion-7774
2025-10-248.479.69-20.0633374Downward Expansion-6267
2025-10-178.209.74-21.0526383Rotation Down-6875
2025-10-108.259.81-18.5043225Rotation Down-4363
2025-10-038.449.88-18.3867130Rotation Down-4054
2025-09-268.139.92-20.9063779Balance-3439
2025-09-199.6710.03-6.6538182Balance-25
2025-09-1210.0410.10-0.4143968Balance55
2025-09-059.8010.16-0.2025614Balance-1113
2025-08-2910.3910.207.7432799Deceleration-1819
2025-08-2210.3810.128.5440048Deceleration-1121
2025-08-158.889.97-6.8541490Upward Expansion-1322
2025-08-089.009.89-4.2454665Upward Expansion1012
2025-08-019.949.7910.82106373Upward Expansion3421
2025-07-2511.009.6721.6460128Upward Expansion5738
2025-07-1811.679.5332.39254870Upward Expansion6450
2025-07-1111.709.3436.9681336Upward Expansion6655
2025-07-0411.299.2134.34136937Upward Expansion6351
2025-06-2711.509.0941.58126879Upward Expansion6750
2025-06-2010.898.9842.3622222Upward Expansion6262
2025-06-1310.588.8541.0242332Upward Expansion5758
2025-06-069.838.6732.70110582Upward Expansion4350
2025-05-3011.518.5461.30116622Deceleration5955
2025-05-2310.618.3454.86106185Deceleration4627
2025-05-168.908.2429.4263477Deceleration1011
2025-05-098.838.1439.3255207Deceleration911
2025-05-028.838.0541.4366999Deceleration913
2025-04-258.398.0741.3442284Deceleration911
2025-04-188.298.0651.0974643Deceleration2014
2025-04-118.307.9650.56207777Deceleration2514
2025-04-048.997.8478.43178103Deceleration3418
2025-03-2810.067.6984.16176380Deceleration3821
2025-03-2110.207.4886.53428951Upward Expansion5130
2025-03-1410.357.2694.12454572Upward Expansion5638
2025-03-079.607.0380.09458953Upward Expansion6060
2025-02-2811.426.82111.91557166Upward Expansion6271
2025-02-2111.806.53117.69705648Upward Expansion6872
2025-02-1411.826.23119.992538845Upward Expansion6863
2025-02-0711.105.92118.702704020Balance6745
2025-01-317.805.6458.1642661013Balance3715
2025-01-246.015.4621.6250325Balance910
2025-01-176.355.3631.1625442Balance1712
2025-01-106.105.2430.8215389Upward Expansion2818
2025-01-036.485.1536.7841382Upward Expansion3517
2024-12-276.685.0340.5422387Upward Expansion4927
2024-12-205.884.9126.2650147Upward Expansion5233
2024-12-137.794.8265.5940965Upward Expansion5943
2024-12-067.774.6770.0679071Upward Expansion5938
2024-11-298.184.5088.8646687Deceleration6736
2024-11-227.014.3366.97338348Deceleration4422
2024-11-155.274.2030.24102067Deceleration3721
2024-11-085.824.1240.6259747Deceleration4228
2024-11-015.704.0347.1738918Upward Expansion4633
2024-10-257.463.9591.98107710Upward Expansion7059
2024-10-186.023.8258.3658451Upward Expansion6663
2024-10-116.143.7364.36151189Upward Expansion6883
2024-10-049.403.63158.54202870Upward Expansion9899
2024-09-278.023.42127.68114969Upward Expansion9999
2024-09-205.323.2656.2340303Upward Expansion9296
2024-09-134.653.1639.7545619Upward Expansion8589
2024-09-064.403.1240.7844835Upward Expansion8584
2024-08-304.003.0821.0015211Balance7962
2024-08-233.493.084.5218922Balance2730
2024-08-163.503.084.9837538Balance1819
2024-08-093.183.08-0.3138547Downward Expansion-2113
2024-08-022.733.09-15.1928005Downward Expansion-5545
2024-07-262.683.14-20.848448Downward Expansion-6064
2024-07-192.693.14-24.085611Downward Expansion-5865
2024-07-122.573.13-31.707874Downward Expansion-7068
2024-07-052.603.11-32.6511562Balance-6958
2024-06-282.883.09-24.6822760Balance-2429
2024-06-212.933.07-25.0527634Balance-1917
2024-06-143.153.05-20.5324332Balance199
2024-06-072.983.02-23.3417681Balance127
2024-05-313.122.99-19.1811703Deceleration2610
2024-05-243.152.96-21.6313725Deceleration157
2024-05-173.182.94-21.7022974Deceleration139
2024-05-102.882.90-29.5012731Deceleration312
2024-05-033.082.89-25.6811969Deceleration1312
2024-04-263.012.88-28.704706Deceleration1311
2024-04-192.912.87-30.7719596Deceleration147
2024-04-123.102.87-32.7636949Deceleration3521
2024-04-053.192.86-33.439335Deceleration4525
2024-03-293.502.86-30.64398667Deceleration4927
2024-03-223.502.86-34.2238962Deceleration4019
2024-03-153.102.87-43.0050764Deceleration2517
2024-03-083.202.89-44.6723664Deceleration2719
2024-03-013.022.93-51.1121312Deceleration212
2024-02-232.533.00-60.3237278Deceleration-57
2024-02-163.213.08-51.5114088Rotation Up2724
2024-02-093.273.14-53.6045223Rotation Up3131
2024-02-023.953.21-45.7579322Rotation Up3557
2024-01-263.603.27-52.3092302Rotation Up2854
2024-01-193.393.33-56.8377796Rotation Up2344
2024-01-123.593.37-55.06271940Rotation Up828
2024-01-054.113.40-49.18203505Rotation Up1622
2023-12-292.853.46-67.2583099Downward Expansion-3726
2023-12-222.353.57-73.90158814Downward Expansion-5640
2023-12-151.963.70-79.09974542Downward Expansion-6548
2023-12-082.083.85-78.161432398Downward Expansion-6449
2023-12-012.264.01-77.15921654Downward Expansion-6150
2023-11-242.304.16-77.67845891Downward Expansion-6353
2023-11-172.104.35-80.202200736Downward Expansion-7060
2023-11-102.224.56-79.45761648Downward Expansion-6960
2023-11-032.324.77-78.761925294Downward Expansion-6860
2023-10-272.405.03-77.494177152Downward Expansion-6862
2023-10-202.165.34-80.9357893994Downward Expansion-7768
Price vs TrendAbove+18.7%
Trend directionFalling-6.8%
Price vs current Fair ValuePremium+13.2%
Fair Value directionClosing upward+40.7%
Relative Strength vs benchmarkLagging-5.6%
Relative strength directionImproving+44.4%
Price momentumPositive+8.4%
Volume balanceDemand-led2.05ร—
Beyond the current label

Is the structure strengthening or losing force?

Direction and energy measure different things

Direction shows the upward or downward lean. Energy shows the force behind the structural move: high energy can accompany a strong decline as well as an advance.

Direction

40 / ยฑ100

+14.7 points since 2026-09-11

Energy

39 /100

+2.3 points since 2026-09-11

Recent change compares the latest reading with four observations earlier. Missing readings remain unavailable. Use the chart values above to inspect individual observations.

Comparative structural evidence

Why this architecture regime won

Every regime is evaluated
Balance29
Rotation Up58
Upward Expansion52
Deceleration32
Rotation Down22
Downward Expansion13

The winning regime is the state most consistent with the complete SM evidence set. Direction, energy, maturity and confidence describe different aspects of the current structure, while contradictory evidence remains visible rather than being averaged into false certainty.

Time spent in each state

The context behind todayโ€™s regime

2023-10-20 to 2026-10-09 ยท 156 classified observations out of 156 shown.

Balance 18%Rotation Up 9%Upward Expansion 21%Deceleration 20%Rotation Down 3%Downward Expansion 30%
Recent Trend Architecture ledger
RegimeRecognizedLast observationTenureMove inside regime
Rotation Up2026-09-112026-10-09Developing+9.2%
Downward Expansion2026-06-122026-09-04Established+26.8%
Rotation Down2026-05-292026-06-05New-6.9%
Balance2026-03-062026-05-22Developing-22.1%
Rotation Up2026-02-202026-02-27New-6.8%
Downward Expansion2025-10-242026-02-13Established-2.0%
Rotation Down2025-10-032025-10-17New-2.8%
Balance2025-09-052025-09-26New-17.0%
Deceleration2025-08-222025-08-29New+0.1%
Upward Expansion2025-06-062025-08-15Developing-9.7%
Deceleration2025-03-282025-05-30Developing+14.4%
Upward Expansion2025-02-142025-03-21Developing-13.7%
Balance2025-01-172025-02-07New+74.8%
Upward Expansion2024-12-062025-01-10Developing-21.4%
Classic Stage Analysis comparison
Stage 1 ยท Basing44
Stage 2 ยท Advancing44
Stage 3 ยท Distribution28
Stage 4 ยท Declining44

Legacy result: Stage 1 ยท Stage 1C ยท Breakout watch. It remains visible while the experimental architecture is validated rather than being silently discarded.

Leadership versus QQQ

Is relative performance confirming the geometry?

Confirmation, not classification

Relative Strength

The security is compared with its market benchmark on the SM scale. Above zero indicates relative leadership; direction shows whether that leadership is improving or weakening.

Confirmation evidence

Lagging benchmark

Architecture confirmation
40/100
Current Relative Strength
-5.59
Relative Strength direction
Improving
Price momentum
+8.4%
Excess performance vs benchmark
-14.5%
Technology regime cohort
71th percentile17 in cohort
Participation and structure

Is demand confirming the architecture?

Volume cannot overrule geometry
Relative volume0.50ร—

Latest completed volume relative to typical participation.

Up/down volume2.05ร—

Participation balance between advancing and declining observations.

Accumulation / distribution3 / 1

Recent participation evidence classified by demand and supply.

Activity alignment+75.0%

Current positive alignment across Activity and Trend.

Fast/slow rotationImproving

Current relationship between Fast Activity and Slow Activity.

Structure stability+25.0%

Whether recent Activity evidence is stable or remains in balance.

Weekly volume with architecture context

Bars show completed weekly volume; the dashed line provides typical-volume context. Both measures use the same scale.

Decision architecture

References that would change the structural read

Evidence levels, not orders
Fast Activity USD 6.74rising
Slow Activity USD 5.86rising
Trend Reference USD 5.98+18.7% close margin
Current Fair Value USD 6.27+13.2% close margin
Structural low USD 3.20shock / repair context
What changes the read?

Full positive ordering with expanding width confirms Upward Expansion. Loss of the fast/slow repair and renewed downside acceptance cancels it.

Range context +13.6%
Annualized volatility +65.9%
From structural high -17.2%
From structural low +121.9%
Point-in-time evidence

What followed this architecture in this market?

Descriptive history, never a forecast

Historical comparisons use only the structural read that would have been available at each completed observation. Independent observations are used where possible, with benchmark comparison beginning after each recognized state.

Outcome horizon Samples Median movePositive periodsDirectional follow-through Median excess vs QQQ Regime survived Read
Near term4-3.9%-23.5% to +9.2%+25.0%+25.0%-5.7%+50.0%Too little matched history
Intermediate2-25.0%-27.7% to -22.3%+0.0%+0.0%-39.5%+0.0%Too little matched history
Extended2-31.9%-36.7% to -27.0%+0.0%+0.0%-53.2%+0.0%Too little matched history
Full cycle1+57.7%+57.7% to +57.7%+100.0%+100.0%+26.3%+0.0%Too little matched history
Evidence framework

What the analysis measures and where its limits lie

Trend Architecture

Trend Architecture brings Price, Fast Activity, Slow Activity and Trend into one structural read. It identifies balance, rotation, expansion, deceleration and contraction while requiring persistent evidence for confirmed regime changes.

Evidence roles

Trend, Activity, relative strength, volume and Fair Value each have a defined role in the SM evidence framework. No single reading is treated as sufficient on its own, and conflicting evidence remains visible.

Fair Value and RS

Current Fair Value provides a long-term price anchor and shows whether price is trading above, below or repairing toward that reference. Relative Strength compares the security with its benchmark and shows whether leadership is improving or weakening.

Known limitations

Weekly structure recognizes conditions after they develop. Event gaps can bypass smooth transitions, sideways markets can rotate repeatedly, and historical samples for a particular regime can be thin.

Independent market research for education. Not investment advice, a recommendation, a forecast, a target, or an execution instruction. Historical regime behaviour does not establish what happens next.

Evidence context