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Demand Signal Intelligence

GUYAV
Observatory/Laurent Perrier
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ExecutiveAnalyst

Laurent Perrier

Data through September 27, 202613d lag

dormant94%Model Confidence 100/100

Strategic Brief

UnderperformanceMedium Impact

Laurent Perrier struggles as French demand remains stagnant

Laurent Perrier is currently in a dormant regime with a high stability score of 0.90 [0.86, 0.94], indicating a well-established but stagnant position in the French market. The brand's alpha score of 0.89 suggests it is underperforming relative to peers, with no immediate signs of momentum shift. Despite a neutral trend direction, the absence of exhaustion signals implies the current trend could persist unless disrupted by external factors.

Key Tactics

-Activate a PR campaign to highlight Laurent Perrier's unique heritage and craftsmanship in key French media outlets.
-Redirect social media efforts towards engaging content that emphasizes the exclusivity and elegance of Laurent Perrier's offerings.
-The attention signal warrants a review of distribution channels in France to ensure alignment with consumer interest.
-Commission an analysis of pricing power: the brand's underperformance suggests potential misalignment with market expectations.

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: the brand is tracking the category with no excess demand to absorb a price increase.

Attribution

Stable demand conditions in France(medium confidence)

Weekly Decision

Statedormant
Confidence90%
MomentumModerate
Alpha0.89
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 Champagne calendar. Analyst note: persistence=90%, confidence=94%, topology=k=4 (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: France

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 (-2.1% / 12w)

Desirability Index

53
-3.6 vs last week
Neutral

Average desirability. Neither leading nor lagging.

Middle of the pack. Differentiation opportunity.

as of Oct 2, 2026

Momentum Score

Last month
63
Moderate

Steady state. Maintain current strategy.

Healthy momentum. Stay the course.

Rank 3 of 12 brands

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

Alpha Score

Last month
0.89α
Underperformer

Losing ground to the category.

Underperforming category. Losing 11% relative ground.

Confidence low95% CI 0.63–1.14

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
9

Signal clear -- act decisively on current regime reading.

Trend Direction

→ Neutral
Up22%
Flat50%
Down27%
26%

Conviction

No clear directional signal -- maintain current course.

Trend Sustainability

Sustainable
15.1

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

What's Next

Trajectory points toward heating - prepare capture tactics for a compounding window.

Most likely transition: heating (7% probability)

Transition Probabilities

dormant*88%
heating7%
cooling4%

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-0.001
Category+0.002

Signal Readings

momentum
51moderate
alpha
0.89inline

Key Inflection Points

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

+6%
April 9, 2023Positive ShiftStructural

Trend rate changed by +5.66% (structural, 6w check)

Rationale Signals

unknown(low)

Unclassified(low)No strong nearby seasonal or news evidence found for this changepoint window.
-6%
March 20, 2022Negative DecayStructural

Trend rate changed by -5.51% (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 2, 2026

Status

On Time

Phase Shift

+1 weeks

Baseline Start

Week 2

Jan 5 - Jan 11

Current Year Start

Week 3

Jan 12 - Jan 18

Phase Shift Map

52-week baseline vs current year

Baseline
W2
Current
W3
W1W13W26W39W52

No clear timing arbitrage window versus baseline.

Anticipation: no material timing shift expected versus normal seasonality.

Confidencelowz=1.70

Seasonal timing is within expected range (shift=1 weeks, z=1.7033421812482727).

LLM Interpretation

Data is insufficient to determine a dynamic seasonal timing shift.

Key Seasonal Points

Recurring seasonal lifts and troughs with rationales

Lift
Seasonal PeakDecember 13, 2026Weeks 49–51Seasonal effect +0.829

Window: Dec 6 – Dec 20

Christmas gifting and celebrations

Drag
Seasonal TroughFebruary 22, 2026Weeks 7–9Seasonal effect -0.260

Window: Feb 15 – Mar 1

Recurring seasonal trough / post-peak normalization

Drag
Current Seasonal PositionOctober 2, 2026Seasonal effect -0.057

Current week seasonal lift/drag relative to baseline