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Demand Signal Intelligence

GUYAV
Observatory/Augustinus Bader The Cream
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ExecutiveAnalyst

Augustinus Bader The Cream

Data through September 27, 202613d lag

dormant100%Model Confidence 100/100

Strategic Brief

UnderperformanceMedium Impact

Augustinus Bader The Cream faces competitive pressure in US market

Augustinus Bader The Cream is currently in a dormant regime with high stability at 94.5% [91.5%, 96.9%], indicating a lack of movement. The alpha score of 0.82 suggests the product is losing ground to category peers like SK-II and Dior. Despite a moderate momentum score of 48.7, the ADI score has declined by 9.4 points, reflecting reduced relative desirability. This stagnation, amidst a competitive landscape, signals a need for strategic reassessment to regain market traction.

Key Tactics

-Activate a targeted PR campaign to highlight unique product benefits and regain attention.
-Redirect media spend towards digital platforms where competitor products are gaining traction.
-Commission a competitive analysis to understand the positioning of SK-II and Dior in the US market.
-Review distribution channels to ensure alignment with current demand signals and optimize reach.

Media Response

Lean into digital platforms where competitors are gaining traction: the current attention signals suggest a need to recapture consumer interest in these spaces.

Demand Reading

Demand pressure is stable: the product is underperforming relative to peers, indicating no excess demand to support a pricing increase.

Attribution

Competitive pressure from peers like SK-II and Dior(medium confidence)

Weekly Decision

Statedormant
Confidence95%
MomentumModerate
Alpha0.82
Market EnvironmentNeutral

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=94%, confidence=100%, topology=k=2 (fixed, bayesian, hierarchical). Posterior on this brand partially pools toward the category prior (T=261 weeks, deviating 1.2σ from category mean); brand-level read borrows strength from peers.

Commercial Timing

Demand conditions are mixed - pricing action carries elevated risk and requires careful judgment.

Brand Journey

Desirability trend with regime transitions· Attention: United States

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)

Falling (-93.6% / 12w)

Desirability Index

67
-9.4 vs last week
Strong

Above-average desirability within the category.

Healthy desirability. Maintain current strategy.

as of Oct 3, 2026

Momentum Score

Last month
72
Moderate

Steady state. Maintain current strategy.

Desirability is surging. Capture the window.

Rank 3 of 11 brands

Based on last 4 weeks · as of Sep 27, 2026

Alpha Score

Last month
0.82α
Underperformer

Losing ground to the category.

Underperforming category. Losing 18% relative ground.

Confidence low95% CI -1.15–2.80

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
18.1

Signal clear -- act decisively on current regime reading.

Trend Direction

→ Neutral
Up23%
Flat52%
Down25%
28%

Conviction

No clear directional signal -- maintain current course.

Trend Sustainability

Sustainable
8.1

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-0.114
Category-0.015

Signal Readings

momentum
49moderate
alpha
0.82inline

Key Inflection Points

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

+455%
April 5, 2026Positive ShiftStructural

Trend rate changed by +455.06% (structural, 6w check)

Rationale Signals

product_news(low); critical_media_reception(low)

Product / Launch News(low)Nearby coverage suggests launch/release/partnership activity. Evidence comes from an expanded date window.
Media / Critical Reception(low)Nearby coverage suggests critical/influencer/media amplification. Evidence comes from an expanded date window.
-338%
July 19, 2026Negative DecayStructural

Trend rate changed by -337.99% (structural, 6w check)

Rationale Signals

seasonal_cyclical(medium)

Seasonal / Cyclical(medium)Date aligns with configured seasonal event window(s).
+153%
June 29, 2025Positive ShiftStructural

Trend rate changed by +152.51% (structural, 6w check)

Rationale Signals

unknown(low)

Unclassified(low)No strong nearby seasonal or news evidence found for this changepoint window.

Key Seasonal Points

Recurring seasonal lifts and troughs with rationales

Lift
Seasonal PeakApril 5, 2026Weeks 13–15Seasonal effect +2.206

Window: Mar 29 – Apr 12

Recurring seasonal peak

Drag
Seasonal TroughSeptember 27, 2026Weeks 38–40Seasonal effect -1.303

Window: Sep 20 – Oct 4

Recurring seasonal trough / post-peak normalization

Drag
Current Seasonal PositionOctober 3, 2026Seasonal effect -1.179

Current week seasonal lift/drag relative to baseline