Data through September 27, 202613d lag
Louis Vuitton Speedy remains stable amidst declining handbag category
The Louis Vuitton Speedy is experiencing stable attention with a high stability score of 95%, indicating consistent interest despite the overall decline in the handbag category. The product's ADI score of 51 suggests it holds a moderate position in cross-brand desirability, but recent declines in ADI signal a slight erosion in its relative appeal. Without a significant alpha score or momentum shift, the Speedy is maintaining its position rather than leading a market trend.
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 is stable and regime-consistent. No attention-side signal to prompt a pricing review.
Attribution
Stable attention amidst category decline(low confidence)
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 Luxury Handbags calendar. Analyst note: persistence=95%, confidence=100%, topology=k=2 (fixed, bayesian, hierarchical).
Commercial Timing
Demand conditions are mixed - pricing action carries elevated risk and requires careful judgment.
Desirability trend with regime transitions· Attention: Worldwide
Smoothed equity signal (EMA 8 weeks)
Flat (-0.9% / 12w)
Desirability Index
Average desirability. Neither leading nor lagging.
Middle of the pack. Differentiation opportunity.
as of Oct 3, 2026
Momentum Score
Last monthSteady state. Maintain current strategy.
Desirability is surging. Capture the window.
Rank 4 of 7 brands
Based on last 4 weeks · as of Sep 27, 2026
Alpha Score
Last monthKeeping pace with the category.
Tracking with the market. No unique alpha.
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
→ NeutralConviction
No clear directional signal -- maintain current course.
Trend Sustainability
SustainableNo exhaustion signals -- current trend has room to run.
Signal may re-form at lower volume - watch for early validation before scaling.
Most likely transition: emerging (1% 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 +69.78% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by +63.04% (structural, 6w check)
Rationale Signals
seasonal_cyclical(medium)
Recurring seasonal lifts and troughs with rationales
Window: Dec 27 – Jan 11
Recurring seasonal peak
Window: Sep 20 – Oct 4
Recurring seasonal trough / post-peak normalization
Current week seasonal lift/drag relative to baseline