CriticalCAC DriftPortfolio2026-08-12
Portfolio CAC drifting upward
Aggregate CPA up 18.3% vs baseline window. 19 creatives contributing materially.
Predictive Insights
Forward-looking signals from creative fatigue, CAC drift, audience saturation, and seasonal patterns.
Total Signals
8
Opportunities
25.00%2
Warnings
37.50%3
Avg Confidence
67%
Signal Feed
Ranked by severity, then by confidence. Filter by signal type to focus.
Critical1
Warnings2
WarningFatigue WatchPique_Demo_v82026-08-12
Fatigue collapse risk: Pique_Demo_v8
Fatigue 83, CPA trend +0% over baseline. Expect performance break within ~5 days at current trajectory.
WarningFatigue WatchSkylar_Listicle_v12026-08-12
Fatigue collapse risk: Skylar_Listicle_v1
Fatigue 79, CPA trend +19% over baseline. Expect performance break within ~5 days at current trajectory.
Opportunities2
OpportunityScaling CandidateCymbiotika_FounderVSL_v72026-08-12
Scale Cymbiotika_FounderVSL_v7
Spend velocity +27% over the last 3 days with hold rate 66% and fatigue 0. Headroom looks clean.
OpportunityLaunch ReadyOlipop_Comparison_v22026-08-12
Launch-ready: Olipop_Comparison_v2
Hold rate 69% in first 3 day(s); thumbstop 61%. Strong early signal — recommend doubling the test budget.
For your information3
InfoFatigue WatchOPositiv_Comparison_v62026-08-12
Fatigue collapse risk: OPositiv_Comparison_v6
Fatigue 76, CPA trend +11% over baseline. Expect performance break within ~5 days at current trajectory.
InfoFatigue WatchAurelune_StaticQuote_v32026-08-12
Fatigue collapse risk: Aurelune_StaticQuote_v3
Fatigue 73, CPA trend +10% over baseline. Expect performance break within ~5 days at current trajectory.
InfoFatigue WatchCymbiotika_Comparison_v42026-08-12
Fatigue collapse risk: Cymbiotika_Comparison_v4
Fatigue 71, CPA trend +39% over baseline. Expect performance break within ~5 days at current trajectory.