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Demand Signal Intelligence

GUYAV
Observatory/Laurent Perrier
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ExecutiveAnalyst

Laurent Perrier

Data through May 17, 202610d lag

dormant100%Model Confidence 100/100

Strategic Brief

Modest OutperformanceMedium Impact

Laurent-Perrier maintains stability amidst dormant regime in France

Laurent-Perrier is currently in a dormant regime with high stability at 97%. Despite this, the brand shows a modest alpha score of 1.06, indicating slight outperformance compared to peers. The ADI score of 58.7 places it in a competitive position, although momentum is cooling, suggesting a need for strategic re-engagement to capitalize on its slight advantage.

Key Tactics

-Activate a targeted PR campaign in France to leverage the modest alpha and maintain brand visibility.
-Brief the marketing team to explore partnerships with high-end French culinary events to enhance brand association with luxury.
-Review the distribution strategy in France to ensure alignment with attention signals and optimize market presence.
-Commission an analysis of pricing power in the French market to assess potential for strategic adjustments.

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

Attribution

Stable brand recognition in France(low confidence)

Weekly Decision

Statedormant
Confidence97%
MomentumCooling
Alpha1.06
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=97%, confidence=100%, 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: 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)

Rising (+4.1% / 12w)

Desirability Index

59
Neutral

Average desirability. Neither leading nor lagging.

Middle of the pack. Differentiation opportunity.

as of May 20, 2026

Momentum Score

Last month
95
Cooling

Momentum slowing. Consider intervention.

Desirability is surging. Capture the window.

Rank 4 of 13 brands

Based on last 4 weeks · as of May 17, 2026

Alpha Score

Last month
1.06α
Market Follower

Keeping pace with the category.

Tracking with the market. No unique alpha.

Confidence low95% CI -0.90–3.02

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
3.3

Signal clear -- act decisively on current regime reading.

Trend Direction

→ Neutral
Up21%
Flat52%
Down27%
28%

Conviction

No clear directional signal -- maintain current course.

Trend Sustainability

Sustainable
4.4

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-0.001
Category-0.007

Signal Readings

momentum
36low
alpha
1.06inline

Key Inflection Points

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

+203%
July 25, 2021Positive ShiftStructural

Trend rate changed by +203.04% (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 May 20, 2026

Status

On Time

Phase Shift

0 weeks

Baseline Start

Week 2

Jan 5 - Jan 11

Current Year Start

Week 2

Jan 5 - Jan 11

Phase Shift Map

52-week baseline vs current year

Baseline
W2
Current
W2
W1W13W26W39W52

No clear timing arbitrage window versus baseline.

Anticipation: no material timing shift expected versus normal seasonality.

Confidencelowz=-6.83

Seasonal timing is within expected range (shift=0 weeks, z=-6.825310885517417).

LLM Interpretation

Data is insufficient to infer a dynamic seasonal timing shift for Laurent-Perrier.

Key Seasonal Points

Recurring seasonal lifts and troughs with rationales

Lift
Seasonal PeakDecember 13, 2026Weeks 49–51Seasonal effect +0.885

Window: Dec 6 – Dec 20

Christmas gifting and celebrations

Drag
Seasonal TroughJune 14, 2026Weeks 23–25Seasonal effect -0.394

Window: Jun 7 – Jun 21

Recurring seasonal trough / post-peak normalization

Drag
Current Seasonal PositionMay 20, 2026Seasonal effect -0.279

Current week seasonal lift/drag relative to baseline