Data through September 27, 202613d lag
Bollinger's cooling trend signals underperformance in French market
Bollinger is currently in a cooling regime with high stability at 86.87%, indicating a persistent decline in French search interest. Despite recent initiatives such as the appointment of a new cellar master, the brand's alpha score of 0.52 suggests it is losing ground to competitors like Moet & Chandon and Ruinart, who are in breakout phases. The current bearish trend with a 72.5% probability of further decline necessitates a strategic review to arrest this underperformance.
Key Tactics
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.
Attribution
Cooling trend due to competitive displacement(medium confidence)
Recommendation
Reduce & Audit
Risk
Stable: cooling. 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=87%, confidence=99%, topology=k=3 (adaptive bayesian fallback).
Commercial Timing
Pricing action is inadvisable - the brand is in confirmed structural decline.
Desirability trend with regime transitions· Attention: France
Smoothed equity signal (EMA 8 weeks)
Rising (+2.9% / 12w)
Desirability Index
Below-average desirability. Attention needed.
Desirability fading. Reassess positioning.
as of Oct 2, 2026
Momentum Score
Last monthSteady state. Maintain current strategy.
Healthy momentum. Stay the course.
Rank 8 of 12 brands
Based on last 4 weeks · as of Sep 27, 2026
Alpha Score
Last monthLosing ground to the category.
Underperforming category. Losing 48% relative ground.
Based on last 4 weeks of velocity data
Attention share and momentum softmax share are comparative metrics and should be read against peer brands, not standalone.
Open Compare ViewThree lenses: clarity, direction, staying power
Signal Clarity
CalmSignal clear -- act decisively on current regime reading.
Trend Direction
↘ BearishConviction
Trend favors defensive posture -- protect margin and brand equity.
Trend Sustainability
SustainableNo exhaustion signals -- current trend has room to run.
Trajectory points toward heating - prepare capture tactics for a compounding window.
Most likely transition: heating (7% probability)
Transition Probabilities
Signals aligned
Momentum and category performance are broadly consistent. No significant divergence detected between signals.
Brand vs Category (Last month)
Signal Readings
Critical moments that shifted the brand's trajectory, based on the latent (denoised) signal
Trend rate changed by +11.32% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by +8.50% (structural, 6w check)
Rationale Signals
product_news(low); market_sentiment(low)
Trend rate changed by -7.26% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by -5.44% (structural, 6w check)
Rationale Signals
unknown(low)
Seasonal timing is tracking baseline.
As of October 2, 2026
Status
On TimePhase 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
No clear timing arbitrage window versus baseline.
Anticipation: no material timing shift expected versus normal seasonality.
Seasonal timing is within expected range (shift=0 weeks, z=1.0517274915344232).
LLM Interpretation
Data is insufficient to infer a dynamic seasonal timing shift.
Recurring seasonal lifts and troughs with rationales
Window: Dec 6 – Dec 20
Christmas gifting and celebrations
Window: Feb 15 – Mar 1
Recurring seasonal trough / post-peak normalization
Current week seasonal lift/drag relative to baseline