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Demand Signal Intelligence

GUYAV
Observatory/Coco Mademoiselle
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ExecutiveAnalyst

Coco Mademoiselle

Data through September 27, 202613d lag

dormant86%Model Confidence 99/100

Strategic Brief

Category LaggardHigh Impact

Coco Mademoiselle struggles as category peers advance

Coco Mademoiselle is currently in a dormant regime with a stability score of 88.3%, indicating a firmly established position. Despite recent launches, the product's alpha score of -0.31 signifies a loss of ground to category peers. Recent news highlights the launch of Coco Mademoiselle Crush Absolu, but this has not yet translated into improved attention metrics. The brand's ADI score of 6.7, the lowest among peers, underscores its lagging desirability, suggesting that the recent product innovation has not captured consumer interest as expected. The brand must address this to prevent further erosion of market position.

Key Tactics

-Activate targeted PR campaigns to highlight Coco Mademoiselle's unique attributes and recent launches, leveraging the 25th-anniversary narrative.
-Brief marketing teams to develop content that contrasts Coco Mademoiselle with rising competitors like La Petite Robe Noire and YSL Libre.
-The attention signal warrants a review of channel alignment: assess whether current distribution supports the brand's premium positioning.
-Commission an analysis of consumer perception shifts post-launch: determine if recent product innovations are resonating or require repositioning.

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 cooling: momentum is below 40 and the brand is tracking the category, not leading it. This is not the environment to test price increases: attention data suggests the brand has no excess demand to absorb a hike.

Signal is noisy - defer tactical shifts until volatility subsides.

Attribution

Recent product launch and anniversary promotions(medium confidence)

Weekly Decision

Statedormant
Confidence88%
MomentumCooling
Alpha-0.31
Market EnvironmentNeutral

Recommendation

Hold or Exit

Risk

Stable: dormant. Current evidence suggests brand energy is established and unlikely to shift without a material trigger. Seasonal context has been adjusted for the Women's Fragrance calendar. Analyst note: persistence=88%, confidence=86%, topology=k=2 (adaptive bayesian fallback).

Commercial Timing

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

Brand Journey

Desirability trend with regime transitions· Attention: Worldwide

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)

Rising (+20.3% / 12w)

Desirability Index

7
-45.9 vs last week
Lagging

Lowest desirability tier. Structural intervention required.

Desirability critically low. Existential review needed.

as of Oct 2, 2026

Momentum Score

Last month
0
Cooling

Momentum slowing. Consider intervention.

Momentum critically low. Intervention likely needed.

Rank 7 of 7 brands

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

Alpha Score

Last month
-0.31α
Laggard

Significantly underperforming the category, brand is at risk.

Underperforming category. Losing 131% relative ground.

Confidence low95% CI -2.75–2.12

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

Turbulent
83.7

Signal noisy -- defer tactical shifts until volatility subsides.

Trend Direction

↘ Bearish
Up10%
Flat36%
Down54%
31%

Conviction

Trend favors defensive posture -- protect margin and brand equity.

Trend Sustainability

Sustainable
7.5

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

Confirmed decline

Both momentum and category performance are weak. The brand is cooling and losing ground to peers. This is a structural issue, not seasonal. Intervention required.

Brand vs Category (Last month)

Brand-0.068
Category-0.029

Signal Readings

momentum
29low
alpha
-0.31lagging

Key Inflection Points

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

+32%
March 29, 2026Positive ShiftStructural

Trend rate changed by +31.88% (structural, 6w check)

Rationale Signals

unknown(low)

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

Key Seasonal Points

Recurring seasonal lifts and troughs with rationales

Lift
Seasonal PeakNovember 22, 2026Weeks 46–48Seasonal effect +0.493

Window: Nov 15 – Nov 29

Black Friday / Cyber Week promotions

Drag
Seasonal TroughFebruary 8, 2026Weeks 5–7Seasonal effect -0.243

Window: Feb 1 – Feb 15

Recurring seasonal trough / post-peak normalization

Lift
Current Seasonal PositionOctober 2, 2026Seasonal effect +0.065

Current week seasonal lift/drag relative to baseline