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 DriftPortfolio2026-05-11

Portfolio CAC drifting upward

Aggregate CPA up 21.5% vs baseline window. 22 creatives contributing materially.

Confidence 93%CPA drift +21.5%
Warnings1
WarningFatigue WatchMagic Mind_UGCReview_v62026-05-11

Fatigue collapse risk: Magic Mind_UGCReview_v6

Fatigue 78, CPA trend +48% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 56%Fatigue score +48.4%
Opportunities1
OpportunityScaling CandidatePique_UGCReview_v92026-05-11

Scale Pique_UGCReview_v9

Spend velocity +14% over the last 3 days with hold rate 63% and fatigue 0. Headroom looks clean.

Confidence 78%Spend velocity +14.1%
For your information4
InfoFatigue WatchPique_Listicle_v72026-05-11

Fatigue collapse risk: Pique_Listicle_v7

Fatigue 77, CPA trend +50% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 54%Fatigue score +49.6%
InfoFatigue WatchOlipop_Comparison_v22026-05-11

Fatigue collapse risk: Olipop_Comparison_v2

Fatigue 76, CPA trend +11% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 52%Fatigue score +10.5%
InfoFatigue WatchPique_Demo_v62026-05-11

Fatigue collapse risk: Pique_Demo_v6

Fatigue 75, CPA trend +50% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 50%Fatigue score +50.3%
InfoFatigue WatchHalflyte_StaticQuote_v32026-05-11

Fatigue collapse risk: Halflyte_StaticQuote_v3

Fatigue 74, CPA trend +42% over baseline. Expect performance break within ~5 days at current trajectory.

Confidence 48%Fatigue score +42.0%