App Development Articles

9 guides and insights on app development for Shopify store research.

Shopify App Store SEO study: 17,949 listing URLs show keyword patterns, and 53 live listings reveal title, review, and badge signals.

Shopify App Store SEO study: 17,949 listing URLs show keyword patterns, and 53 live listings reveal title, review, and badge signals.

Shopify app uninstall leads: our 55,437-store study found only 2,018 clean swaps and 1,018 outreach-ready replacement leads.

We analyzed a 44,906-store matched panel to show which Shopify app install alerts matter, which are noise, and how to monitor swaps better.

We analyzed 527,987 Shopify stores to validate a Shopify app idea by mature gap, reachable TAM, and live category growth.

Shopify apps losing share: our 14,732-store matched-panel study shows Mailchimp, Rebuy, Stamped, and Smile.io slipping while categories still grow.

We analyzed a 41,668-store matched panel to find the fastest growing Shopify apps. Judge.me and PageFly lead, while Mailchimp and Privy stall.

We analyzed 515,358 Shopify stores to find when competitor-installed merchants are worth pitching, and when greenfield outreach still wins.

Shopify app outreach data from 501,325 stores. See the wedges, niches, and tech-stack gaps best suited to landing your first 100 installs.

Data-backed guide to marketing your Shopify app. We analyzed 240K stores to show exactly how many merchants need each app category.