Predictive Insights

Forward-looking signals from creative fatigue, CAC drift, audience saturation, and seasonal patterns.

Signal Feed

Ranked by severity, then by confidence. Filter by signal type to focus.

Critical1
CriticalCAC DriftPortfolio2026-06-22

Portfolio CAC drifting upward

Aggregate CPA up 22.6% vs baseline window. 18 creatives contributing materially.

Confidence 95%CPA drift +22.6%
For your information5
InfoFatigue WatchCymbiotika_StaticQuote_v72026-06-22

Fatigue collapse risk: Cymbiotika_StaticQuote_v7

Fatigue 57, CPA trend +28% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 45%Fatigue score +28.4%
InfoFatigue WatchHalflyte_Comparison_v92026-06-22

Fatigue collapse risk: Halflyte_Comparison_v9

Fatigue 57, CPA trend +30% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 45%Fatigue score +29.5%
InfoFatigue WatchAurelune_Comparison_v62026-06-22

Fatigue collapse risk: Aurelune_Comparison_v6

Fatigue 57, CPA trend +23% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 45%Fatigue score +22.7%
InfoFatigue WatchSkylar_Demo_v42026-06-22

Fatigue collapse risk: Skylar_Demo_v4

Fatigue 56, CPA trend +28% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 45%Fatigue score +28.3%
InfoFatigue WatchNutrl_Carousel_v92026-06-22

Fatigue collapse risk: Nutrl_Carousel_v9

Fatigue 56, CPA trend +26% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 45%Fatigue score +26.2%