When Shopify merchants leave a bad app reviewWhen Shopify merchants leave a bad app reviewTime using the app at review · 2,418 low-star reviews · 26 Oct 2025 – 25 Oct 2026Under 1 day11.8%1–7 days7.2%8–30 days13.2%1–12 months31.2%Over 1 year36.5%Source: Revunda study of 2,418 low-star Shopify app reviews (2026) · CC BY 4.0revunda.xyz/apps/research/shopify-app-review-complaints-2026/revunda.xyzRevunda study of 2,418 low-star Shopify app reviews (2026)