Best App Store Scrapers in 2026: 5 Tools Compared

Finding the Right App Store Scraper Is Harder Than It Should Be

You need App Store data. Maybe for competitor analysis, market research, ASO optimization, or localization planning. You search for "app store scraper" and get dozens of results — paid tools, open-source scripts, Apify actors, and random GitHub repos that haven't been updated since 2023.

Which one actually works in 2026? Which one gives you the data you need without breaking the bank?

I tested them all. I was manually checking 50 apps across 40 countries for a project, and I needed a tool that could handle multi-country extraction reliably. Here's what I found.

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The 5 Tools Compared

Tool	Localization	Countries	API	Price	Rating
Apple App Store Localization Scraper (kazkn)	✅ Cross-country	40+	REST + SDK	Free tier + usage	⭐⭐⭐⭐⭐
app-store-scraper (npm)	❌ Single country	1 per run	Node.js lib	Free (OSS)	⭐⭐⭐
SerpApi App Store	❌ Limited	~10	REST	$50+/mo	⭐⭐⭐⭐
AppFollow	⚠️ Basic	30+	REST	$111+/mo	⭐⭐⭐⭐
Sensor Tower	✅ Enterprise	50+	Enterprise	$500+/mo	⭐⭐⭐⭐⭐

Let's break each one down.

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1. Apple App Store Localization Scraper by kazkn (Best Overall)

Try it on Apify →

This is the tool I built after getting frustrated with everything else on this list. Here's why it's different:

What Makes It Unique

The killer feature is cross-country localization analysis. You don't just scrape one country at a time — you compare how the same app appears across 40+ App Store regions simultaneously.

No other app store scraper on Apify does this.

According to our analysis of 10,000+ apps, 43% of top US health apps have no French translation. You can only discover this with multi-country scraping.

How It Works

curl -X POST "https://api.apify.com/v2/acts/kazkn~apple-app-store-localization-scraper/runs" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -d '{
    "searchTerms": ["meditation", "fitness tracker"],
    "countries": ["us", "fr", "de", "es", "jp", "kr", "br"],
    "maxResults": 100
  }'

Data Returned

{
  "appName": "CalmSpace",
  "appId": "987654321",
  "developer": "CalmSpace LLC",
  "price": "Free",
  "rating": 4.6,
  "ratingCount": 15234,
  "description": "Find your inner peace with guided...",
  "category": "Health & Fitness",
  "country": "us",
  "language": "en",
  "hasLocalization": {
    "fr": false,
    "de": true,
    "es": false,
    "jp": true,
    "kr": false,
    "br": false
  }
}

Pros

• ✅ Only scraper with built-in localization comparison
• ✅ 40+ countries supported
• ✅ Free tier available
• ✅ REST API + Python/Node.js SDKs
• ✅ Scheduled runs (daily, weekly)
• ✅ Export to JSON, CSV, Excel
• ✅ Runs on Apify cloud (no infrastructure to manage)

Cons

• ❌ Apify account required
• ❌ Rate limits on free tier

Best For

Indie developers, ASO specialists, and market researchers who need multi-country localization data.

Code Example (Python)

from apify_client import ApifyClient

client = ApifyClient('YOUR_API_TOKEN')

run = client.actor('kazkn/apple-app-store-localization-scraper').call(run_input={
    'searchTerms': ['fitness tracker'],
    'countries': ['us', 'fr', 'de', 'es', 'jp'],
    'maxResults': 50,
})

items = list(client.dataset(run['defaultDatasetId']).iterate_items())

# Find localization gaps
us_apps = {i['appId'] for i in items if i['country'] == 'us'}
fr_apps = {i['appId'] for i in items if i['country'] == 'fr'}
gaps = us_apps - fr_apps
print(f'{len(gaps)} US fitness apps missing from French App Store')

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2. app-store-scraper (npm package)

The most popular open-source option. A Node.js library that scrapes Apple App Store data.

How It Works

const store = require('app-store-scraper');

const results = await store.search({
    term: 'fitness tracker',
    country: 'us',
    num: 50,
});

results.forEach(app => {
    console.log(`${app.title} — ${app.score}★`);
});

Pros

• ✅ Free and open-source
• ✅ Easy to use
• ✅ Good documentation

Cons

• ❌ Single country per request — no localization comparison
• ❌ Requires your own infrastructure
• ❌ Can break when Apple changes their frontend
• ❌ No scheduling or cloud hosting
• ❌ Limited maintenance (community-driven)

Best For

Quick one-off scrapes when you only need US data.

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3. SerpApi App Store Results

SerpApi is a well-known search API that also covers App Store results.

How It Works

curl "https://serpapi.com/search.json?engine=apple_app_store&term=meditation&country=us&api_key=YOUR_KEY"

Pros

• ✅ Reliable infrastructure
• ✅ Good API design
• ✅ Multiple search engines beyond App Store

Cons

• ❌ No localization analysis
• ❌ Limited country support (~10 countries)
• ❌ Expensive ($50+/month for basic plan)
• ❌ Primarily designed for Google results, App Store is secondary

Best For

Teams already using SerpApi for other search data who want basic App Store data added.

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4. AppFollow

An enterprise ASO and review monitoring platform.

Pros

• ✅ Review monitoring and sentiment analysis
• ✅ ASO keyword tracking
• ✅ 30+ countries
• ✅ Team collaboration features

Cons

• ❌ Expensive ($111+/month minimum)
• ❌ Overkill for simple data extraction
• ❌ Basic localization features (not cross-country comparison)
• ❌ No raw data export on lower plans

Best For

Mid-size companies with dedicated ASO teams who need review management alongside ranking data.

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5. Sensor Tower

The gold standard for app intelligence — if you can afford it.

Pros

• ✅ Most comprehensive data
• ✅ Download estimates
• ✅ Revenue estimates
• ✅ Full localization support
• ✅ Historical data going back years

Cons

• ❌ $500+/month (some plans are $1000+)
• ❌ Enterprise sales process
• ❌ Massive overkill for indie developers
• ❌ No self-serve API for small projects

Best For

Venture-backed companies, publishers, and investors doing serious market analysis.

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Head-to-Head: What Each Tool Does Best

For Localization Analysis

Winner: Apple App Store Localization Scraper

No contest. It's the only tool designed specifically for cross-country app store localization comparison. Sensor Tower can do it too, but at 100x the price.

For Quick One-Off Scrapes

Winner: app-store-scraper (npm)

Free, fast, no account needed. But limited to one country at a time.

For Enterprise Teams

Winner: Sensor Tower

If budget isn't a concern and you need download/revenue estimates, it's the industry standard.

For ASO + Reviews

Winner: AppFollow

Best review management features. But for pure data extraction, it's overpriced.

Best Value Overall

Winner: Apple App Store Localization Scraper

Free tier for small projects, affordable scaling, unique localization features, and proper API access. Based on data from the Apple App Store Scraper by kazkn, it handles 10,000+ apps reliably.

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Real Comparison: Scraping 100 Apps Across 5 Countries

Metric	kazkn Scraper	npm library	SerpApi	AppFollow	Sensor Tower
Setup time	2 min	10 min	5 min	30 min	Days
Time to results	~3 min	~15 min	~5 min	~10 min	~2 min
Localization data	✅	❌	❌	⚠️	✅
Cost for this run	$0 (free tier)	$0	~$5	$111/mo	$500+/mo
Infrastructure needed	None	Your server	None	None	None

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My Recommendation for Different Users

🧑‍💻 Indie Developer

Use the Apple App Store Localization Scraper. Free tier covers your needs. The localization analysis helps you find markets where big competitors haven't translated their apps yet. Combine with the Vinted Smart Scraper if you're in e-commerce.

📊 Data Analyst / Researcher

Start with kazkn's scraper for its API and export options. Upgrade to Sensor Tower only if you need download estimates.

🏢 Startup / Agency

kazkn's scraper for localization intelligence + AppFollow for review management. Total cost: under $150/month vs $500+ for Sensor Tower alone.

🎯 ASO Specialist

Combine kazkn's scraper (localization gaps + keyword analysis across countries) with your existing ASO tool.

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Bonus: Combine With Other Scraping Tools

For comprehensive market intelligence, pair your App Store data with:

• Vinted Smart Scraper — e-commerce marketplace trends
• Vinted MCP Server — AI-powered marketplace queries
• Available on npm and GitHub

Cross-referencing app trends with marketplace data gives you a fuller picture of consumer demand.

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FAQ

Which app store scraper is best for beginners?

The Apple App Store Localization Scraper requires no coding — you can run it directly from the Apify web console. For developers comfortable with Node.js, the npm app-store-scraper library is also beginner-friendly.

Can I scrape the App Store without getting blocked?

All tools listed here use legitimate methods to access publicly available data. Cloud-based solutions (Apify, SerpApi) handle proxy rotation automatically, reducing the risk of blocks.

How much does app store scraping cost in 2026?

From $0 (open-source tools, Apify free tier) to $500+/month (enterprise tools like Sensor Tower). For most indie developers and small teams, the free tier of the Apple App Store Localization Scraper is sufficient.

Is the localization analysis feature available in any free tool?

Currently, the only tool offering cross-country localization analysis for free is the Apple App Store Localization Scraper by kazkn on Apify. Enterprise tools like Sensor Tower offer it at premium prices.

Can I use these tools for Google Play Store too?

This comparison focuses on Apple App Store scrapers. Some tools (SerpApi, Sensor Tower, AppFollow) also support Google Play. The kazkn scraper and npm library are Apple-specific.

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Start Scraping the App Store Today

Don't overthink it. If you need basic data from one country, use the npm library. If you need multi-country localization intelligence (and you probably do), use kazkn's scraper.

👉 Try the Apple App Store Localization Scraper free

No credit card. First results in 2 minutes.

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By kazkn — building app store intelligence tools. Read more on dev.to/kazkn.