App Store Reviews Scraper

The NanoScrape App Store Reviews Scraper is an Apify actor that extracts structured web data from App Store Reviews. It returns 13 fields per result including title, rating, app_name, country, body, priced at $0.2/1k review, with no API key or monthly subscription required.

Scrape customer reviews from the Apple App Store for any iOS, iPadOS, or macOS app. Input one or more App IDs or App Store URLs and a country, and export review text, ratings, authors, dates, and developer responses. No login required.

What you can scrape — 13 fields per result

Input example — showcase (full detail)

{
  "appIds": [
    "389801252"
  ],
  "country": "us",
  "maxReviews": 50
}

Output example — real dataset item (PII scrubbed)

{
  "review_id": "13539617732",
  "app_id": "389801252",
  "app_name": "Instagram",
  "country": "us",
  "rating": 5,
  "title": "Questionable security and no human being to talk to about it!",
  "body": "I wouldn’t be writing this review, if I had been capable of talking to actual person! In the middle of the night, while I was asleep, someone succeeded at hacking into one of my Instagram accounts…after only two failed attempts! At the time of the first two attempts, which, again, happened while I was asleep, Instagram sent codes to my phone. On the third attempt, a message was sent to me via WhatsApp, informing me that my account had been accessed. That was just after 2AM. \n\nWhen I discovered these messages, after I woke up, at around 8AM, I clicked on a link that required me to verify whether it was me who had logged in. I, of course, clicked on “This wasn’t me.” Nothing happened! Every time I tried clicking on that option, a message popped up saying, “Something went wrong. Please try again.” It just said that over and over again. I was horrified. I had two Instagram accounts. The one that was hacked into, I simply deleted because I wasn’t using it that much anyway. \n\nThe big problem is, the account that was hacked into was connected to my other, more important account, as well as my Facebook profile. I wonder what information the hacker stole! Lord knows, they had plenty of time to take whatever they wanted! The most I could do was chat with an AI bot about it! I gave this app two stars, instead of one, only because there is plenty about Instagram that I actually like, but what is it worth to have such a social media account when things like this can happen so easily?!",
  "author": "JJLin283",
  "date": "2025-12-21T18:38:52Z",
  "is_edited": false,
  "developer_response": "",
  "developer_response_date": "",
  "scraped_at": "2026-10-22T08:34:52Z"
}

Cost math

Priced at $0.0002 per review. 10 reviews ≈ $0.00, 100 ≈ $0.02, 1,000 ≈ $0.20. The first runs land inside Apify's $5/mo free-tier credit — pay only for what you extract, no monthly subscription.

Integrations

• n8n / Make / Zapier — trigger runs and process results via webhook
• AI Agents (MCP) — Claude Desktop, Cursor, VS Code, LangChain, LlamaIndex
• Python / Node.js — Apify SDK for programmatic access
• Google Sheets / Airtable — export via Apify integrations

Run this actor directly on Apify (no code)

Click Open on Apify above to run app-store-reviews-scraper in your browser - no code, no install. In the Apify console you get:

• One-click test - fill in the input form, or paste the JSON example above into the JSON editor tab, then hit Start.
• Live output - watch rows stream into an interactive Output table as they arrive, or flip to the raw JSON / Log view.
• Export in any format - one click to download the dataset as JSON, CSV, XML, Excel, HTML table, RSS, or JSONL.
• Schedules - run this actor daily, weekly, hourly, or on a custom cron. Apify handles timing and stores every dataset run.
• Integrations & webhooks - fire a webhook on success/failure, or plug into Zapier, n8n, Make, Airbyte, Google Sheets, Slack, S3, Postgres, and more from the Actions tab.
• Transparent cost - see exact usage against your $5/month free tier before you spend a cent.

Get your Apify API token

To run this actor from your own code you need an Apify API token. Get one in about a minute:

1. Sign up for a free Apify account (Google, GitHub, or email).
2. Go to Settings → Integrations → API tokens.
3. Click Create a new API token. Copy it and keep it secret.

Free tier: Apify credits your account with $5 of platform usage every month, no credit card required. Enough to test any actor meaningfully. How many results that covers depends on the actor's price per result.

Call from code

Run this actor from any language via the Apify REST API. Replace YOUR_TOKEN with your API token and adapt the input JSON to your needs.

curl -X POST "https://api.apify.com/v2/acts/santamaria-automations~app-store-reviews-scraper/run-sync-get-dataset-items?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{}'

// npm install apify-client
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_TOKEN' });
const run = await client.actor('santamaria-automations/app-store-reviews-scraper').call({});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

# pip install apify-client
from apify_client import ApifyClient

client = ApifyClient('YOUR_TOKEN')
run = client.actor('santamaria-automations/app-store-reviews-scraper').call(run_input={})
items = list(client.dataset(run['defaultDatasetId']).iterate_items())
print(items)

// dotnet add package Apify.Client
using Apify.Client;

var client = new ApifyClient("YOUR_TOKEN");
var run = await client.Actor("santamaria-automations/app-store-reviews-scraper").CallAsync(new { });
var items = await client.Dataset(run.DefaultDatasetId).ListItemsAsync();

// Maven: com.apify:apify-client
import com.apify.client.ApifyClient;

ApifyClient client = new ApifyClient("YOUR_TOKEN");
ActorRun run = client.actor("santamaria-automations/app-store-reviews-scraper").call(Map.of());
List<Map<String,Object>> items = client.dataset(run.getDefaultDatasetId()).listItems();

Use with AI agents (MCP)

This actor is available on the Apify MCP server, so you can drive it from any MCP-compatible AI client - Claude Desktop, Claude.ai, Cursor, VS Code, LangChain, LlamaIndex, or a custom agent - without writing any code.

https://mcp.apify.com?tools=santamaria-automations/app-store-reviews-scraper

Example prompt once connected:

"Use <code>app-store-reviews-scraper</code> to run a scrape on my target list and give me the results as a table."

Clients that support dynamic tool discovery (Claude.ai, VS Code) receive the full input schema automatically via add-actor.

Use with no-code platforms

Trigger this actor from your favorite automation tool. Every platform below can call the Apify API in a few clicks - no code required.

FAQ

Related actors in this category

Last verified run: 2026-10-22 · Actor v1.0.3 · Maintained by NanoScrape (santamaria-automations on Apify)