Shopify App Store Scraper — Statistics, Pricing & Reviews
Pricing
from $5.00 / 1,000 app listing scrapeds
Shopify App Store statistics: app listings with pricing plans, the per-star rating breakdown, categories and merchant reviews.
App handles to scrape, for example klaviyo-email-marketing. This is the last part of the listing URL.
Full listing URLs, for example https://apps.shopify.com/klaviyo-email-marketing. Tracking parameters are stripped automatically.
[]Scrape every app in a category, for example marketing-and-conversion-marketing-email-marketing. Take the slug from any /categories/… URL.
[]Enumerate every app from the official sitemap (about 27,000 listings) instead of using the inputs above. Combine with Maximum apps.
Hard cap on how many app listings this run scrapes.
Also scrape merchant reviews with star rating, store name, country, time using the app and the developer's reply.
Reviews are paginated 10 per page, so 50 reviews costs 5 extra page loads per app.
Embedded gives one row per app with a reviews array. Separate gives one row per review, which is easier to load into a spreadsheet or database.
Lower this if you see blocked requests. Higher is faster but harder on the target site.
The App Store rate-limits aggressively. Measured without a proxy it returns HTTP 429 for about 10% of requests even at 150/min. Blocked requests are retried automatically on a fresh session, but lowering this reduces them at the source.