Data through September 27, 202613d lag
Estee Lauder Advanced Night Repair maintains modest alpha in dormant regime
Estee Lauder Advanced Night Repair remains in a dormant regime with a stability score of 92.15%, indicating entrenched positioning within the prestige skincare category. Despite a slight alpha score of 1.02, the product's momentum is cooling, reflecting a lack of dynamic growth. Recent packaging updates and eco-conscious initiatives have not yet translated into significant shifts in United States search interest, suggesting that the product's current positioning is stable but not expanding.
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 stable and regime-consistent. No attention-side signal to prompt a pricing review.
Attribution
Stable demand with modest category outperformance(medium 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 Prestige Skincare 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: United States
Smoothed equity signal (EMA 8 weeks)
Falling (-93.4% / 12w)
Desirability Index
Below-average desirability. Attention needed.
Desirability fading. Reassess positioning.
as of Oct 3, 2026
Momentum Score
Last monthMomentum slowing. Consider intervention.
Momentum critically low. Intervention likely needed.
Rank 11 of 11 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 +507.88% (structural, 6w check)
Rationale Signals
unknown(low)
Trend rate changed by -177.27% (structural, 6w check)
Rationale Signals
unknown(low)
Recurring seasonal lifts and troughs with rationales
Window: Apr 12 – Apr 26
Recurring seasonal peak
Window: Sep 6 – Sep 20
Recurring seasonal trough / post-peak normalization
Current week seasonal lift/drag relative to baseline