Vodafone A/B test (2021): 31% LCP improvement → 8% more sales, 15% better lead-rate, 11% better cart-rate

Claim: Vodafone A/B-tested an LCP optimization. Result: 31% LCP improvement → 8% more sales, 15% lead-rate lift, 11% cart-rate lift.

Source: https://web.dev/case-studies/vodafone (2021, still cited in 2025+).

Confidence: Verified.

Why this is the cleanest causal evidence: Most "performance affects revenue" claims are correlational. The Vodafone study was a controlled A/B test of a single LCP intervention, with proper isolation. It's the cleanest "do this and revenue moves" data point in the public CWV literature.

Pairs with [[deloitte-google-milliseconds-millions-2020]] (industry-wide measurement of 0.1s improvements → conversion lift), [[pinterest-pwa-60pct-faster-2017]] (60% faster → +40% conversions), [[walmart-100ms-1pct-revenue-foundational]] (100ms = 1% incremental revenue), and [[bbc-10pct-user-loss-per-second]] (10% user loss per added second).