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Demand Signal Intelligence

GUYAV
Observatory/Adidas Samba
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ExecutiveAnalyst

Adidas Samba

Data through September 27, 202613d lag

dormant100%Model Confidence 100/100

Strategic Brief

Category LaggardHigh Impact

Adidas Samba struggles to gain traction in US sneaker market

Adidas Samba is currently in a dormant regime, with a stability score of 0.97, indicating a lack of movement in the United States market. Despite various collaborations and releases, such as the Kith x Adidas Samba Golf Pack, the product has not gained significant attention, as reflected in its low alpha score of 0.14. The ADI score of 39.1, ranking fourth among peers, suggests that the Samba is underperforming in desirability compared to competitors like Adidas Gazelle and Nike Air Max.

Key Tactics

-Pivot marketing efforts towards highlighting unique collaborations like the Kith x Adidas Samba Golf Pack to reignite interest.
-Activate a targeted PR campaign focusing on the heritage and versatility of the Samba to differentiate it from competitors.
-The attention signal warrants a review of distribution channels to ensure that the Samba is available in high-demand areas.
-Commission an analysis of pricing strategy to understand if current pricing aligns with perceived value and desirability.

Media Response

Hold current media mix: stability is high and the regime is not shifting. Rebalancing now risks disrupting what is working.

Demand Reading

Demand pressure is stable and regime-consistent. No attention-side signal to prompt a pricing review.

Attribution

Lack of distinctive market positioning(medium confidence)

Weekly Decision

Statedormant
Confidence97%
MomentumModerate
Alpha0.14
Market EnvironmentNeutral

Recommendation

Hold or Exit

Risk

No regime structure detected: all 261 weeks carry the label dormant. The current regime and its confidence describe the absence of movement, not a call. Stable: dormant. Current evidence suggests brand energy is established and unlikely to shift without a material trigger. Seasonal context has been adjusted for the Sneaker Desirability - Nike vs Challengers calendar. Analyst note: persistence=97%, confidence=100%, topology=k=2 (fixed, bayesian).

Commercial Timing

Demand conditions are mixed - pricing action carries elevated risk and requires careful judgment.

Brand Journey

Desirability trend with regime transitions· Attention: United States

Emerging
Heating
Cooling
Dormant
Legend:Emerging = low volume, positive velocityHeating = volume building with positive velocityCooling = negative velocityDormant = flat velocity

Smoothed equity signal (EMA 8 weeks)

Falling (-13.9% / 12w)

Desirability Index

39
-7.3 vs last week
Weak

Below-average desirability. Attention needed.

Desirability fading. Reassess positioning.

as of Oct 3, 2026

Momentum Score

Last month
55
Moderate

Steady state. Maintain current strategy.

Healthy momentum. Stay the course.

Rank 3 of 5 brands

Based on last 4 weeks · as of Sep 27, 2026

Alpha Score

Last month
0.14α
Laggard

Significantly underperforming the category, brand is at risk.

Underperforming category. Losing 86% relative ground.

Confidence low95% CI -2.44–2.71

Based on last 4 weeks of velocity data

Comparative Metrics

Attention share and momentum softmax share are comparative metrics and should be read against peer brands, not standalone.

Open Compare View

Signal Readout

Three lenses: clarity, direction, staying power

Signal Clarity

Calm
12.8

Signal clear -- act decisively on current regime reading.

Trend Direction

→ Neutral
Up16%
Flat51%
Down33%
27%

Conviction

No clear directional signal -- maintain current course.

Trend Sustainability

Sustainable
28.8

No exhaustion signals -- current trend has room to run.

What's Next

Signal may re-form at lower volume - watch for early validation before scaling.

Most likely transition: emerging (1% probability)

Transition Probabilities

dormant*97%

Signal Check

Signals Aligned

Signals aligned

Momentum and category performance are broadly consistent. No significant divergence detected between signals.

Brand vs Category (Last month)

Brand-0.026
Category+0.000

Signal Readings

momentum
46moderate
alpha
0.14lagging

Key Inflection Points

Critical moments that shifted the brand's trajectory, based on the latent (denoised) signal

+38%
September 3, 2023Positive ShiftStructural

Trend rate changed by +37.84% (structural, 6w check)

Rationale Signals

seasonal_cyclical(medium)

Seasonal / Cyclical(medium)Date aligns with configured seasonal event window(s).
+10%
September 18, 2022Positive ShiftStructural

Trend rate changed by +10.44% (structural, 6w check)

Rationale Signals

unknown(low)

Unclassified(low)No strong nearby seasonal or news evidence found for this changepoint window.

Seasonal Timing Shift

Seasonal timing is tracking baseline.

As of October 3, 2026

Status

On Time

Phase Shift

0 weeks

Baseline Start

Week 1

Dec 29 - Jan 4

Current Year Start

Week 1

Dec 29 - Jan 4

Phase Shift Map

52-week baseline vs current year

Baseline
W1
Current
W1
W1W13W26W39W52

No clear timing arbitrage window versus baseline.

Anticipation: no material timing shift expected versus normal seasonality.

Confidencelowz=-1.64

Seasonal timing is within expected range (shift=0 weeks, z=-1.6415813740268959).

LLM Interpretation

Data is insufficient to determine any dynamic seasonal timing shift.

Key Seasonal Points

Recurring seasonal lifts and troughs with rationales

Lift
Seasonal PeakJuly 26, 2026Weeks 29–31Seasonal effect +0.334

Window: Jul 19 – Aug 2

Recurring seasonal peak

Drag
Seasonal TroughJanuary 4, 2026Weeks 52–2Seasonal effect -0.202

Window: Dec 27 – Jan 11

Recurring seasonal trough / post-peak normalization

Lift
Current Seasonal PositionOctober 3, 2026Seasonal effect +0.028

Current week seasonal lift/drag relative to baseline