Factor vs HelloFresh

AI visibility head-to-head, Meal Kit Delivery — run #30 (2026-07-08). HelloFresh leads with statistical confidence (non-overlapping 95% CIs).

32.1

95% CI29.3–34.7

Industry rank#2

google37.8

perplexity31.6

openai30.3

anthropic34.1

44.7

95% CI41.9–47.3

Industry rank#1

google46.9

perplexity37.8

openai44.4

anthropic47.4

Per-model bold marks the higher point estimate; the headline verdict above uses non-overlapping confidence intervals. Methodology