Classpass Scraper

Scrapes fitness class schedules, studio profiles, pricing data, and user reviews from ClassPass and MindbodyOnline — two of the largest fitness marketplace platforms.

What does Classpass Scraper do?

This actor extracts structured fitness data including:

• Class schedules: Class name, instructor, time, duration, difficulty level, spots available
• Studio profiles: Name, address, amenities, rating, price range, photos
• Pricing data: Class packs, memberships, drop-in rates
• User reviews: Ratings, review text, author, date

The scraper supports both ClassPass (Cloudflare-protected) and MindbodyOnline (React SPA) using PlaywrightCrawler with stealth configurations.

Why use Classpass Scraper?

Buyer Personas

• Fitness studio owners: Competitor analysis — see what classes competitors offer, their pricing, and customer sentiment
• Wellness marketplace builders: Aggregate fitness data for your platform
• Corporate wellness platforms: Identify studios and classes for employee benefits
• Fitness app developers: Enrich your app with real-time class schedules and studio data
• Real estate analysts: Gym density as a neighborhood signal for property valuation

Use Cases

• Track competitor pricing and class offerings
• Identify market gaps in fitness class types
• Analyze customer sentiment across studios
• Build fitness class aggregators
• Real estate investment analysis using gym density

How to use Classpass Scraper

Step 1: Configure Input

Set your preferred options in the Input tab:

1. Data Source: Choose ClassPass, MindbodyOnline, or both
2. Location: Enter a city name (e.g., "New York") or provide latitude/longitude
3. Scrape Options: Toggle which data categories to extract
4. Proxy Configuration: Enable Apify proxy for reliable scraping (recommended for ClassPass)

Step 2: Run the Actor

Click the Start button. The actor will:

1. Navigate to search results for your location
2. Extract data from listing pages
3. Follow detail pages for enriched information
4. Output structured data to the dataset

Step 3: Export Data

Download your data in JSON, CSV, HTML, or Excel format from the Dataset tab.

Input

Field	Type	Default	Description
source	select	both	Data source: classpass, mindbodyonline, or both
location	string	New York	City or location name
latitude	number	-	Latitude (overrides location name)
longitude	number	-	Longitude (overrides location name)
maxItems	integer	50	Maximum items per category (1-500)
scrapeClasses	boolean	true	Extract class schedules
scrapeStudios	boolean	true	Extract studio profiles
scrapePricing	boolean	true	Extract pricing data
scrapeReviews	boolean	false	Extract user reviews
maxConcurrency	integer	3	Parallel browser pages (1-10)
proxyConfiguration	object	{useApifyProxy: true}	Proxy settings

Output

The actor outputs data to a dataset with the following structure:

Classes

{
    "source": "classpass",
    "className": "Vinyasa Flow",
    "instructor": "Sarah Johnson",
    "startTime": "2026-09-02T10:00:00",
    "duration": "60 min",
    "difficultyLevel": "Intermediate",
    "spotsAvailable": 5,
    "studioName": "Yoga Studio NYC",
    "location": "New York",
    "url": "https://classpass.com/studio/yoga-studio-nyc",
    "scrapedAt": "2026-09-02T09:38:41.000Z"
}

Studios

{
    "source": "mindbodyonline",
    "studioName": "FitLife Gym",
    "address": "123 Main St, New York, NY 10001",
    "city": "New York",
    "rating": 4.5,
    "reviewCount": 128,
    "priceRange": "$$",
    "amenities": ["Showers", "Lockers", "Parking"],
    "photos": ["https://cdn.example.com/photo1.jpg"],
    "url": "https://www.mindbodyonline.com/fitness/fitlife-gym",
    "scrapedAt": "2026-09-02T09:38:41.000Z"
}

Pricing

{
    "source": "classpass",
    "studioName": "Cycle Studio",
    "planName": "10 Class Pack",
    "planType": "class_pack",
    "price": 150.00,
    "currency": "USD",
    "credits": 10,
    "validity": "3 months",
    "url": "https://classpass.com/studio/cycle-studio",
    "scrapedAt": "2026-09-02T09:38:41.000Z"
}

Data Table

Field	Description
source	Platform: classpass or mindbodyonline
className	Name of the fitness class
instructor	Instructor name
startTime	Class start time
duration	Class duration
difficultyLevel	Beginner/Intermediate/Advanced
spotsAvailable	Available spots
studioName	Studio or gym name
address	Full address
rating	Average rating (1-5)
priceRange	Price indicator ($, $$, $$$)
amenities	Available amenities
photos	Studio photo URLs

Pricing / Cost Estimation

Free Tier

• 10 items maximum per run
• Single data source (ClassPass OR MindbodyOnline)
• Basic proxy (shared datacenter IPs)

Paid Plan

• Unlimited items per run
• Both data sources simultaneously
• Residential proxy group (BUYPROXIES94952)
• Higher concurrency (up to 10 parallel pages)

Compute Units

• Each page visit uses ~0.5-1 CU
• Detail pages use ~1 CU
• Typical run (50 items): ~25-50 CU
• Proxy usage included in paid plans

Tips & Advanced Options

Optimizing for Speed

1. Set maxConcurrency to 5-10 for faster scraping
2. Disable scrapeReviews if not needed (reduces page visits)
3. Use specific latitude/longitude for precise location targeting

Improving Accuracy

1. Use Apify proxy with residential group for ClassPass
2. Increase maxItems gradually to avoid rate limiting
3. Monitor the actor log for Cloudflare challenge warnings

Cost Control

1. Start with maxItems: 10 to test
2. Use source: "classpass" or source: "mindbodyonline" individually
3. Disable unused scrape options (classes, studios, pricing, reviews)

Technical Details

Scraping Strategy

• ClassPass: PlaywrightCrawler with stealth headers to bypass Cloudflare Bot Management
• MindbodyOnline: PlaywrightCrawler for React SPA rendering
• Proxy: Apify proxy with BUYPROXIES94952 residential group

Anti-Bot Protection

ClassPass uses Cloudflare Bot Management which:

• Blocks datacenter IPs
• Requires JavaScript execution
• May present challenges

The actor uses:

• Residential proxy rotation
• Realistic browser headers
• Proper page load waiting
• Error handling for challenge pages

FAQ

Q: Why am I getting fewer results than expected?

A: ClassPass has aggressive anti-bot protection. Ensure you're using:

1. Apify proxy with residential group
2. Reasonable concurrency (3-5)
3. Not scraping from the same location too frequently

Q: Can I scrape specific studios?

A: Yes! Provide direct URLs in the startUrls input field:

{
    "startUrls": [
        {"url": "https://classpass.com/studio/specific-studio"},
        {"url": "https://www.mindbodyonline.com/fitness/specific-gym"}
    ]
}

Q: How accurate is the pricing data?

A: Pricing data is extracted from public listings. Some studios may require login to view full pricing. The scraper captures what's publicly available.

Disclaimers

• This scraper is for educational and research purposes
• Respect the Terms of Service of ClassPass and MindbodyOnline
• Use responsibly and avoid excessive scraping
• Data accuracy depends on the source website's current state
• Some data may require authentication to access

Support

• Report issues via the Issues tab
• For custom scraping needs, contact for consulting
• Join the Apify community for tips and updates

Links

• ClassPass
• MindbodyOnline
• Apify Platform
• Crawlee Documentation