Data through September 27, 202613d lag
Hermes Kelly faces desirability challenge amid stable attention
The Hermes Kelly is in a dormant regime with stable attention but underperforms in desirability relative to peers, as indicated by its low alpha score of 0.9. Despite a slight improvement in its ADI, the product's momentum remains moderate, suggesting that its aspirational appeal may not be translating into heightened desirability. This stagnation could risk the Kelly's luxury positioning if not addressed, especially in a declining category context.
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 with low alpha score(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=92%, 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)
Falling (-5.5% / 12w)
Desirability Index
Below-average desirability. Attention needed.
Desirability fading. Reassess positioning.
as of Oct 3, 2026
Momentum Score
Last monthSteady state. Maintain current strategy.
Healthy momentum. Stay the course.
Rank 6 of 7 brands
Based on last 4 weeks · as of Sep 27, 2026
Alpha Score
Last monthLosing ground to the category.
Underperforming category. Losing 14% 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
→ 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 +53.68% (structural, 6w check)
Rationale Signals
seasonal_cyclical(medium)
Trend rate changed by +51.35% (structural, 6w check)
Rationale Signals
unknown(low)
Recurring seasonal lifts and troughs with rationales
Window: Dec 20 – Jan 4
Holiday gifting and wishlists
Window: Sep 13 – Sep 27
Recurring seasonal trough / post-peak normalization
Current week seasonal lift/drag relative to baseline