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 DriftPortfolio2026-08-08

Portfolio CAC drifting upward

Aggregate CPA up 25.9% vs baseline window. 18 creatives contributing materially.

Confidence 95%CPA drift +25.9%
Warnings4
WarningFatigue WatchMagic Mind_Carousel_v92026-08-08

Fatigue collapse risk: Magic Mind_Carousel_v9

Fatigue 85, CPA trend +0% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 70%Fatigue score 0.0%
WarningFatigue WatchPique_UGCReview_v82026-08-08

Fatigue collapse risk: Pique_UGCReview_v8

Fatigue 83, CPA trend +56% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 66%Fatigue score +56.4%
WarningFatigue WatchHalflyte_Before/After_v52026-08-08

Fatigue collapse risk: Halflyte_Before/After_v5

Fatigue 81, CPA trend +60% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 62%Fatigue score +60.0%
WarningFatigue WatchPique_Demo_v12026-08-08

Fatigue collapse risk: Pique_Demo_v1

Fatigue 79, CPA trend +35% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 58%Fatigue score +34.8%
Opportunities1
OpportunityScaling CandidateAurelune_StaticQuote_v72026-08-08

Scale Aurelune_StaticQuote_v7

Spend velocity +18% over the last 3 days with hold rate 67% and fatigue 0. Headroom looks clean.

Confidence 85%Spend velocity +18.4%
For your information1
InfoFatigue WatchOPositiv_Before/After_v32026-08-08

Fatigue collapse risk: OPositiv_Before/After_v3

Fatigue 77, CPA trend +29% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 54%Fatigue score +28.7%