Rare AI
Rare AI Methodology

The Rare AI Intelligence Framework™

Rare AI does not simply summarize advertising reports. It evaluates performance pressure, delivery saturation, and business impact to identify the campaigns and creatives that require attention first.

Weight: 40%

Performance Pressure

Measures whether ad performance is deteriorating across engagement, cost, efficiency, and conversion signals.

CTR Decline

CPA Increase

ROAS Decline

Conversion Decline

CPC Increase

Weight: 30%

Delivery Saturation

Measures whether the audience or creative is becoming exhausted due to repeated delivery and impression pressure.

Frequency Growth

Reach Saturation

Impression Concentration

Weight: 30%

Business Impact

Measures how much commercial risk is attached to the creative or campaign based on spend and efficiency exposure.

Spend Exposure

Efficiency Deterioration

Revenue Risk

Risk Formula

Creative Fatigue Risk Index

Risk Score = 40% Performance Pressure + 30% Delivery Saturation + 30% Business Impact

Every creative is scored from 0 to 100. Rare AI then prioritizes risks based on severity, spend exposure, campaign concentration, and scaling opportunity.

Risk Levels

From raw metrics to executive decisions.

0–20

Low Risk

Creative is performing normally.

21–40

Emerging Risk

Early warning signals are visible.

41–60

Watchlist

Performance decline needs monitoring.

61–80

High Risk

Action is recommended.

81–100

Severe Risk

Immediate intervention is required.