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The Value Report as paper · 1 sheet
Question 3 of 5 · Is it causal — or would it have happened anyway?

Yes — helped seats are 14.0 points ahead of the ones Aristo never touched: 69 seats are Aristo’s doing.

causal · 95% confidence (6.1–20.7 points) · the lower bound carries the dollars
The move: See what the proven mechanism justifies next.
Control group — a fixed share of seats ready to activate, set on day 0 and never nudged.
Lift — the helped group’s activation rate minus the control group’s, in points.
The Value ReportThe illustrative organizationrun 4 · 24 SeptemberSee it live: /v2/value?q=3Sheet 1 of 1