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.

Critical2
CriticalCAC DriftPortfolio2026-11-09

Portfolio CAC drifting upward

Aggregate CPA up 24.4% vs baseline window. 24 creatives contributing materially.

Confidence 95%CPA drift +24.4%
CriticalAudience SaturationProblem-Agitate × Busy Parent × Fear2026-11-09

Saturation: Problem-Agitate × Busy Parent × Fear

3 creatives in this cluster, win rate 0%, total spend $273.7K. Returns are flattening; rotate angle or avatar.

Confidence 92%Win rate -100.0%
Warnings5
WarningFatigue WatchMagic Mind_UGCReview_v22026-11-09

Fatigue collapse risk: Magic Mind_UGCReview_v2

Fatigue 83, CPA trend +20% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 66%Fatigue score +20.2%
WarningFatigue WatchGruns_Listicle_v52026-11-09

Fatigue collapse risk: Gruns_Listicle_v5

Fatigue 81, CPA trend +20% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 62%Fatigue score +19.7%
WarningFatigue WatchSkylar_UGCReview_v42026-11-09

Fatigue collapse risk: Skylar_UGCReview_v4

Fatigue 80, CPA trend +56% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 60%Fatigue score +56.3%
WarningFatigue WatchPique_Listicle_v32026-11-09

Fatigue collapse risk: Pique_Listicle_v3

Fatigue 80, CPA trend +50% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 60%Fatigue score +49.7%
WarningFatigue WatchOPositiv_StaticQuote_v92026-11-09

Fatigue collapse risk: OPositiv_StaticQuote_v9

Fatigue 78, CPA trend +58% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 56%Fatigue score +58.2%
Opportunities1
OpportunityScaling CandidateAurelune Health_FounderVSL_v92026-11-09

Scale Aurelune Health_FounderVSL_v9

Spend velocity +13% over the last 3 days with hold rate 67% and fatigue 0. Headroom looks clean.

Confidence 78%Spend velocity +13.0%
For your information1
InfoSeasonal ShiftPre-BFCM warm-up2026-11-09

Pre-BFCM warm-up

Demand curves and CPMs typically shift upward 14 days before Black Friday.

Confidence 53%