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PeakLife Creators · placement
WATCH

WHY THIS MATTERS

A paid placement with PeakLife Creators showed modest observed change; incrementality is not established.

WHAT'S HAPPENING

The observed change during the placement period was modest and does not establish incrementality.

WHAT WE OBSERVED

Placement month
2026-06
Placement type
YouTube integration
Placement cost
$10,000
Revenue during placement month
$23,000
Revenue prior month
$19,500

WHAT WE CALCULATED

Observed change
+17.9%

EVIDENCE VIEWS

WHAT THIS MAY MEAN

observed_pct_change: 0.1795

Inference confidence: LOW

EVIDENCE VISUALIZATION

Observed revenue — before vs. during placement

Revenue observed in the month before and during the placement for PeakLife Creators.

Observed revenue — before vs. during placement Revenue observed in the month before and during the placement for PeakLife Creators. Before: $19500, During: $23000 $19.5k Before placement $23.0k During placement

⚠ This is observed correlation only. It does not establish incremental or causal impact of the placement.

CONFIDENCE

Evidence strength
MEDIUM
Inference confidence
LOW

CAVEATS

  • Positive movement alone does not justify additional investment
  • Before/after comparison is not evidence of placement incrementality

DOES NOT CLAIM

  • The placement caused the revenue change
  • Repeating the placement will produce similar results

TRUST STATUS

✓ Evidence checked · AI interpretation validated

More about trust verification

Evidence available · Policy validation active · Unsupported claims blocked

Reason Codes

MODEST_UPLIFT · INSUFFICIENT_EVIDENCE_FOR_REPEAT

Demo environment · decisions are not persisted

HAVE A QUESTION ABOUT THIS RECOMMENDATION?

Recommendations are decision support. They do not establish causality or incrementality unless supported by appropriate evidence.
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