• September 7, 2025
  • digiwalebabu
  • 0

Conversion Rate Calculator

Calculate CR from visitors & conversions — plus A/B test lift and significance.

About these calculations (formulas & assumptions)

Single calculator

  • Inputs: Visitors V, Conversions C, (optional) Revenue R.
  • Conversion Rate (CR): CR = C / V
  • Non-converters: V − C  |  % non-converters: 1 − CR
  • Revenue per Visitor (RPV): RPV = R / V
  • Average Order Value (AOV): AOV = R / C (shown only if C > 0)
  • Display precision: percentages use the decimal precision you select (0–3).

A/B test calculator

  • Per-variant CR:
    p₁ = x₁ / n₁     p₂ = x₂ / n₂
    where n = visitors, x = conversions.
  • Lift (B vs A):
    Absolute: Δ = p₂ − p₁
    Relative: Δ / p₁
  • Two-proportion z-test (two-tailed):
    Pooled p̂ = (x₁ + x₂) / (n₁ + n₂)
    SEpooled = √[ p̂(1 − p̂)(1/n₁ + 1/n₂) ]
    z = (p₂ − p₁) / SEpooled
    p-value = 2 × (1 − Φ(|z|))
  • 95% CI for difference (B − A):
    Δ ± 1.96 × √[ p₁(1 − p₁)/n₁ + p₂(1 − p₂)/n₂ ]
    (Unpooled/Wald interval.)
  • Significance rule: “Significant” if p < 0.05; otherwise “Not significant”.

Assumptions & tips

  • Outcomes are binary (converted / not converted) and independent within each variant.
  • Normal-approximation methods are most reliable when each group has enough conversions and non-conversions (rule of thumb: n·p·(1−p) ≳ 5).
  • Very small samples or extreme CRs (near 0% or 100%) can make Wald CIs unstable; consider exact tests or Wilson intervals in such cases.
  • The tool uses a two-tailed test; a strictly directional hypothesis would use a one-tailed test.
  • No adjustments are made for multiple comparisons or repeated peeking; plan experiments accordingly.