Pricing

from $2.00 / 1,000 app listings

Try for free

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Shopify App Store Scraper — Apps, Reviews & App Ideas

Try for free

Scrape the Shopify App Store: app listings with USD pricing plans, rating histogram, launch date, developer, categories and features; reviews with star filter and developer replies; developer profiles; and category snapshots with an opportunity score to find app ideas. No login.

Pricing

from $2.00 / 1,000 app listings

Rating

0.0

(0)

Developer

Oswaldo Carabano

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

categories

Optional

Categories of the app with their feature tags: [{slug, name, path, url, features:[{group, features[]}]}]. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:array | null

categorySlugs

Optional

Slugs of the app categories (to feed the categories input). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:array | null

primaryCategory

Optional

First category of the app. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

topLevelCategory

Optional

Top-level category of the first category (or of the snapshot). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

featureTags

Optional

Every feature tag of the app across its categories (deduplicated). Filled in 78.8% of 28,807 real app rows (17 Oct 2026).

Type:array | null

languages

Optional

Languages the app supports. Filled in 99.3% of 28,807 real app rows (17 Oct 2026).

Type:array | null

languagesCount

Optional

Number of languages supported. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:number | null

worksWith

Optional

Integrations and Shopify surfaces the app works with. Filled in 62.8% of 28,807 real app rows (17 Oct 2026).

Type:array | null

developerName

Optional

Developer (company or person) name. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerHandle

Optional

Developer handle (apps.shopify.com/partners/). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerUrl

Optional

Developer page on the Shopify App Store. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerWebsite

Optional

Developer website. Filled in 54.9% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerAddress

Optional

Business address the developer publishes on the listing. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerCountryCode

Optional

Two-letter country code of the developer business address. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

developerBasedIn

Optional

"Based in" country badge shown by Shopify (rarely shown; see developerCountryCode). Filled in 4.6% of 28,807 real app rows (17 Oct 2026).

Type:string | null

supportEmail

Optional

Support e-mail the developer publishes for the app, only when it is on a company domain. Personal/free-mail addresses are withheld. Filled in 83.3% of 28,807 real app rows (17 Oct 2026).

Type:string | null

supportEmailWithheld

Optional

True when the published support e-mail was on a free-mail domain (gmail, outlook…) and was not delivered. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:boolean | null

privacyPolicyUrl

Optional

Type:string | null

faqUrl

Optional

FAQ link of the app. Filled in 27% of 28,807 real app rows (17 Oct 2026).

Type:string | null

tutorialUrl

Optional

Tutorial link of the app. Filled in 12.8% of 28,807 real app rows (17 Oct 2026).

Type:string | null

documentationUrl

Optional

Documentation link of the app. Filled in 13.7% of 28,807 real app rows (17 Oct 2026).

Type:string | null

changelogUrl

Optional

Changelog link of the app. Filled in 6.1% of 28,807 real app rows (17 Oct 2026).

Type:string | null

resources

Optional

Every resource link of the listing: [{label, url}]. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:array | null

demoStoreUrl

Optional

Demo store of the app (tracking token removed). Filled in 32.5% of 28,807 real app rows (17 Oct 2026).

Type:string | null

screenshots

Optional

Screenshot and promotional image URLs. Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:array | null

screenshotCount

Optional

Number of media items in the gallery (images and videos). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:number | null

videos

Optional

Promotional video links (YouTube). Filled in 28% of 28,807 real app rows (17 Oct 2026).

Type:array | null

dataAccess

Optional

Store data the app asks to access: [{group, summary, items:[{scope, details}]}]. Filled in 76.6% of 28,807 real app rows (17 Oct 2026).

Type:array | null

dataAccessGroups

Optional

Groups of data the app accesses (customer data, store data…). Filled in 76.6% of 28,807 real app rows (17 Oct 2026).

Type:array | null

featuredIn

Optional

Shopify App Store stories the app is featured in: [{title, url}]. Filled in 2.1% of 28,807 real app rows (17 Oct 2026).

Type:array | null

similarApps

Optional

Apps Shopify shows as similar ("More apps like this"): [{handle, name, rating, reviewsCount, pricingLabel, url}]. Filled in 99.5% of 28,807 real app rows (17 Oct 2026).

Type:array | null

source

Optional

How the app was found in this run: category, search, sitemap or url (pasted). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

sourceRank

Optional

Position of the app in the listing or search it came from (null for pasted links). Filled in 99.9% of 28,807 real app rows (17 Oct 2026).

Type:number | null

sourceCategory

Optional

Category listing the app came from. Filled in 99.5% of 28,807 real app rows (17 Oct 2026).

Type:string | null

searchTerm

Optional

Search term the app came from. Filled in 0.3% of 28,807 real app rows (17 Oct 2026).

Type:string | null

cachedAt

Optional

Null when the page was read live during this run; otherwise when an earlier run read it (within maxCacheAgeHours). Same price either way. Filled in 1.4% of 28,807 real app rows (17 Oct 2026).

Type:string | null

scrapedAt

Optional

When this row was extracted (ISO 8601). Filled in 100% of 28,807 real app rows (17 Oct 2026).

Type:string | null

reviewId

Optional

Shopify id of the review (deduplication key). Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

reviewUrl

Optional

Permanent link to the review. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

appHandle

Optional

Handle of the reviewed app. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

appName

Optional

Name of the reviewed app. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

appUrl

Optional

Page of the reviewed app. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

appRating

Optional

Average rating of the reviewed app. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:number | null

appReviewsCount

Optional

Number of reviews of the reviewed app. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:number | null

reviewDate

Optional

Date shown on the review (YYYY-MM-DD; Shopify may show the date of the last edit). Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

body

Optional

Review text (some reviews have stars only). Filled in 72.9% of 1,452 real review rows (17 Oct 2026).

Type:string | null

bodyLength

Optional

Number of characters of the review text. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:number | null

storeName

Optional

Public name of the store that wrote the review. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

storeCountry

Optional

Country of the reviewing store. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

usageDuration

Optional

How long the store had used the app when reviewing, as written (e.g. "8 months"). Filled in 97.9% of 1,452 real review rows (17 Oct 2026).

Type:string | null

usageDaysApprox

Optional

usageDuration converted to days (approximate: "Almost 3 years" → 1,096). Filled in 93.9% of 1,452 real review rows (17 Oct 2026).

Type:number | null

hasDeveloperReply

Optional

True when the developer replied. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:boolean | null

developerReply

Optional

Developer reply text. Filled in 50.9% of 1,452 real review rows (17 Oct 2026).

Type:string | null

developerReplyDate

Optional

Date of the developer reply. Filled in 50.9% of 1,452 real review rows (17 Oct 2026).

Type:string | null

developerReplyBy

Optional

Who replied (developer name as shown). Filled in 50.9% of 1,452 real review rows (17 Oct 2026).

Type:string | null

starsFilter

Optional

Star filter used for this run (null = all reviews). Filled in 13.8% of 1,452 real review rows (17 Oct 2026).

Type:array | null

sortOrder

Optional

Review order used: newest or relevance. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:string | null

page

Optional

Reviews page the review was read from. Filled in 100% of 1,452 real review rows (17 Oct 2026).

Type:number | null

appsCount

Optional

Number of apps the developer publishes. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:number | null

totalReviews

Optional

Sum of reviews (developer: of all its apps; snapshot: of all apps in the category). Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:number | null

averageRating

Optional

Plain average rating of the developer apps that have reviews. Filled in 97.6% of 374 real developer rows (17 Oct 2026).

Type:number | null

reviewWeightedRating

Optional

Average rating of the developer apps weighted by number of reviews. Filled in 97.6% of 374 real developer rows (17 Oct 2026).

Type:number | null

builtForShopifyApps

Optional

Number of the developer apps with the Built for Shopify badge. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:number | null

appsWithoutReviews

Optional

Number of the developer apps without any review. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:number | null

freePlanApps

Optional

Number of the developer apps labelled with a free plan. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:number | null

apps

Optional

Every app of the developer: [{handle, name, url, rating, reviewsCount, pricingLabel, builtForShopify, tagline}]. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:array | null

topAppHandle

Optional

Developer app (most reviewed) whose listing gave the website, address and support data. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:string | null

website

Optional

Developer website. Filled in 73.8% of 374 real developer rows (17 Oct 2026).

Type:string | null

address

Optional

Developer business address. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:string | null

countryCode

Optional

Two-letter country code of the developer business address. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:string | null

earliestLaunchedAt

Optional

Launch date of the developer app read for contact data. Filled in 100% of 374 real developer rows (17 Oct 2026).

Type:string | null

categorySlug

Optional

Category slug (input value for categories). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:string | null

categoryName

Optional

Category name. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:string | null

categoryPath

Optional

Full category path, e.g. "Marketing and conversion > Marketing > Email marketing". Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:string | null

depth

Optional

Snapshot depth: full (every app page read) or listing (listing cards only). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:string | null

declaredAppsCount

Optional

Number of apps Shopify declares for the category. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

appsAnalyzed

Optional

Apps aggregated in this snapshot. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

appsWithDetails

Optional

Apps whose full page was read for the snapshot (equals appsAnalyzed in full depth). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

itemsCount

Optional

Apps aggregated (deduplicated) by the opportunity module. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

populationCount

Optional

Number of apps of the category used for the openness component: the count Shopify declares for the category (falls back to the apps analyzed).

Type:number | null

opennessBasis

Optional

category when openness uses the count Shopify declares for the category; sample when it falls back to the apps analyzed.

Type:string | null

ratedCount

Optional

Apps with at least one review (and thus a rating). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

medianRating

Optional

Median rating of the rated apps. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

lowRatedShare

Optional

Share of rated apps with a rating below 4.0 (the "dissatisfaction" signal). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

medianReviews

Optional

Median number of reviews per app. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

totalDemand

Optional

Demand signal used by opportunityScore: total reviews of the category. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

medianDemand

Optional

Median demand (reviews) per app, over the apps whose review count is known (formula v1.2). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

demandKnownCount

Optional

Apps whose review count (the demand signal) is known; apps without it are left out of medianDemand instead of counting as 0.

Type:number | null

medianPriceUsd

Optional

Median cheapest price in USD (0 = free plan). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

freeShare

Optional

Share of apps whose cheapest price is 0 (free plan) among apps with a known price. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

staleShare

Optional

Share of apps not updated for 2+ years. Always null here: Shopify publishes no update date for apps. Filled in 0% of 122 real category-snapshot rows (17 Oct 2026). Never observed with a value in the samples, so no type is asserted.

launchedLast12m

Optional

Apps launched in the 12 months before the run (full depth only). Filled in 5.7% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

opportunityScore

Optional

Opportunity score 0–100 (formula v1.4) = 40% demand + 25% dissatisfaction + 20% staleness + 15% openness, renormalized over the measured components (on Shopify staleness is not measurable: 50% demand, 31.25% dissatisfaction, 18.75% openness) (1 / (1 + populationCount/50), populationCount = apps Shopify declares for the category). Demand = log10(1 + total reviews) / 5, capped at 1 (100,000 reviews = full demand). Deterministic and comparable across runs. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

opportunityComponents

Optional

The four components of opportunityScore (0–1 each; staleness null when not measurable): demand, dissatisfaction, staleness, openness = 1 / (1 + populationCount/50). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:object | null

stalenessMeasured

Optional

False when no app carries an update date (always on Shopify): staleness is then left out and the opportunityScore weights are renormalized over demand, dissatisfaction and openness (formula v1.4).

Type:boolean | null

dissatisfactionMeasured

Optional

False when no app of the category has a rating (formula v1.4): dissatisfaction is then null and the opportunityScore weights are renormalized over the measured components. On Shopify almost every category has rated apps (true).

Type:boolean | null

opportunityFormula

Optional

Version and weights of the opportunityScore formula. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:string | null

medianLowestPaidPriceUsd

Optional

Median cheapest paid plan in USD. Filled in 98.4% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

withoutReviewsShare

Optional

Share of apps without any review. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

builtForShopifyShare

Optional

Share of apps with the Built for Shopify badge. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

freePlanShare

Optional

Share of apps with a free plan. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

freeTrialShare

Optional

Share of apps offering a free trial. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

reviewsTop5Share

Optional

Share of all category reviews held by the 5 most reviewed apps (concentration). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

topApps

Optional

The 5 most reviewed apps: [{handle, name, url, rating, reviewsCount, lowestPriceUsd, launchedAt}]. Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:array | null

lowRatedPopularApps

Optional

Up to 5 apps rated below 4.0 with 20+ reviews: weak incumbents to beat. Filled in 77.9% of 122 real category-snapshot rows (17 Oct 2026).

Type:array | null

newestApps

Optional

The 5 most recently launched apps (full depth). Filled in 5.7% of 122 real category-snapshot rows (17 Oct 2026).

Type:array | null

demandLogCap

Optional

Scale of the demand component: log10 of the review total that counts as full demand (5 = 100,000 reviews). Filled in 100% of 122 real category-snapshot rows (17 Oct 2026).

Type:number | null

error

Optional

Error code: invalid-input, app-not-found, app-unavailable, developer-not-found, no-results, source-unavailable or schema-changed.

Type:string | null

message

Optional

What happened and what to do, in plain English. Ends with "This row is not charged."

Type:string | null

input

Optional

The input value the error refers to.

Type:string | null

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