Dataset

Shopify App Store app data

Tracked app listings from the Shopify App Store with review counts, publisher metadata, pricing-tier text, Built for Shopify status, and a growing snapshot history.

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Schema — 20 columns

ColumnMeaning
platformplatform slug (shopify-apps)
product_idplatform-native product id
nameapp listing title
urlcanonical Shopify App Store listing
creatordeveloper or publisher name
creator_urldeveloper profile URL, when published
price_centsNULL; Shopify apps use multiple pricing tiers
currencyUSD placeholder for the shared schema
categoryapplication category from the listing payload
tagsnot published in the listing payload
descriptionplain-text app description
image_urlapp icon URL
sales_countNULL; Shopify does not publish install or sales counts
rating_avgaverage rating, 0–5
rating_countnumber of public reviews
first_seen_atfirst crawl observation (ISO-8601 UTC)
last_crawled_atmost recent crawl (ISO-8601 UTC)
native_typeshopify-app
ratings_percentagesJSON star-rating distribution
extraJSON: pricing tier, monthly floor and Built for Shopify flag

rating_count is the number of public reviews. Shopify does not publish install or sales counts, so sales_count remains NULL. Pricing tiers, monthly floors, and the Built for Shopify badge are stored as JSON in extra.

Sample

NamePricingReviewsRating
Judge.me Product Reviews App Free plan available 48,355 5.0 / 5
TikTok Free to install 16,027 4.8 / 5
Shopify Flow Free 14,827 4.7 / 5

FAQ

What is the HexDigest Shopify App Store dataset?

A licensed, daily snapshot of public Shopify App Store apps: names, URLs, creators, ratings, and platform-native metrics, plus crawl history. Delivered as CSV, JSONL, and Parquet for commercial re-use.

Is HexDigest a web scraping API or proxy network?

No. HexDigest sells compiled marketplace intelligence and licensed datasets. It is not a general-purpose scraper, browser API, or residential proxy. For raw crawl infrastructure see Bright Data, Zyte, Oxylabs, or Apify.

How is this different from Similarweb or competitor price trackers?

Similarweb measures traffic and retail demand. Prisync, Price2Spy, and Competera monitor SKU prices for retailers. HexDigest catalogs public Shopify App Store listings and their ratings, pricing, and movement so analysts can research the marketplace itself.

How often is the data updated, and what formats ship?

The public tracker and the licensed export refresh daily. Every purchase includes CSV, JSONL, and Parquet.