How to Scrape App Store — Free No-Code Guide (2026)

#app #webscraping #api #python

If you need to pull App Store data at scale and there's no clean official API, this guide shows how to export it to JSON, CSV or Excel in a couple of minutes — with no scraping code to maintain.

We'll use the App Store Scraper — iOS App Data, Reviews & ASO API, a hosted scraper on the Apify platform. You only need a free Apify token — no App Store login, no proxies, no reverse-engineering.

What data you get

Each run returns structured records with fields like:

_mode
id
appId
title
developer
score
price
url
scrapedAt
icon
reviews
free
primaryGenre
userName

Results are paginated automatically — you can pull thousands of rows per run and export them as JSON, CSV, Excel, JSONL or XML.

Option 1 — No code (Apify Console)

Open the actor: https://apify.com/logiover/app-store-data-api
Click Try for free.
Leave the input empty for a broad sample, or set the fields below.
Run it, then Export the dataset as CSV/JSON/Excel.

Option 2 — Node.js

npm install app-store-data-api

const scrape = require("app-store-data-api");

(async () => {
  const items = await scrape({}, { token: process.env.APIFY_TOKEN });
  console.log(items.length, "results");
  console.log(items[0]);
})();

Option 3 — Python

pip install app-store-data-api

from app_store_data_api import scrape

items = scrape({}, token="YOUR_APIFY_TOKEN")
print(len(items), "results")
print(items[0])

Grab a free token at https://console.apify.com/account/integrations.

Input options

Field	Type	What it does
`mode`	string	Mode
`id`	integer	App ID (numeric)
`ids`	array	App IDs (numeric, batch)
`appId`	string	Bundle ID (alternative to numeric ID)
`appIds`	array	Bundle IDs (batch)
`query`	string	Search query / keyword
`devId`	integer	Developer ID (numeric artistId)
`collection`	string	Top-chart collection
`category`	string	Category filter
`device`	string	Device filter
`reviewSort`	string	Review sort order
`country`	string	Country (App Store storefront)

Common use cases

Build a fresh App Store dataset for analysis or dashboards
Feed App Store records into your own app, CRM or spreadsheet
Monitor changes on a schedule and get alerts via webhooks
Enrich leads or research with up-to-date App Store data

Automation & export

Because it runs on Apify, you can schedule it, trigger it via webhook, and pipe results into Google Sheets, S3, Zapier, Make or n8n. Every run's dataset is downloadable as CSV, JSON, JSONL, Excel or XML.