Snapchat Profile Scraper

A powerful and reliable Apify Actor that extracts comprehensive data from Snapchat public profiles, including profile information, subscriber counts, and all available stories with their media content. Built with intelligent proxy fallback mechanisms to ensure maximum success rates.

Why Choose Us?

Our Snapchat Profile Scraper stands out with its robust proxy management system that automatically handles blocks and rejections. Unlike basic scrapers that fail at the first sign of resistance, our actor implements a sophisticated three-tier fallback strategy:

• Zero-configuration start: Begins with direct requests (no proxy) for maximum speed
• Automatic escalation: Seamlessly transitions to datacenter proxies when needed
• Resilient retry logic: Falls back to residential proxies with intelligent retry mechanisms
• Comprehensive data extraction: Captures not just basic profile info, but complete story collections with all media URLs

Perfect for researchers, marketers, content creators, and businesses who need reliable Snapchat data extraction at scale.

Key Features

🚀 Intelligent Proxy Management

• No Proxy First: Starts without proxy for fastest performance
• Automatic Fallback: Switches to datacenter proxy if blocked
• Residential Proxy Retry: Uses residential proxies with 3 retry attempts for maximum reliability
• Detailed Logging: Clear visibility into proxy events and status changes

📊 Comprehensive Data Extraction

• Profile Information: Username, display name, profile image, bio, location
• Engagement Metrics: Subscriber counts and category classification
• Complete Story Data: All highlights, stories, and snaps with full metadata
• Media URLs: Direct links to all media content (images and videos)
• Timestamps: ISO-formatted timestamps for all content

⚡ High Performance

• Async Processing: Concurrent requests for multiple profiles
• Live Data Saving: Results saved immediately to prevent data loss
• Bulk Processing: Handle hundreds of profiles in a single run
• Error Resilience: Graceful error handling with detailed error reporting

🛡️ Reliability & Safety

• Automatic Retries: Built-in retry logic for failed requests
• Error Tracking: Comprehensive error logging and reporting
• Data Validation: Ensures data quality before saving
• Rate Limiting: Respectful request patterns to avoid overwhelming servers

Input

The actor accepts a simple JSON input with two main parameters:

Input Schema

{
  "startUrls": [
    "https://www.snapchat.com/add/nasa",
    "https://www.snapchat.com/add/fcbarcelona",
    "mrbeast"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Input Parameters

Parameter	Type	Required	Description
startUrls	Array	✅ Yes	List of Snapchat profile URLs, usernames, or keywords. Supports multiple formats: • Full URLs: https://www.snapchat.com/add/username • Usernames: username or @username • Keywords: Any searchable term
proxyConfiguration	Object	❌ No	Proxy settings. Default: useApifyProxy: false (starts with no proxy). The actor automatically falls back to datacenter, then residential proxies if needed.

Input Examples

Single Profile:

{
  "startUrls": ["nasa"]
}

Multiple Profiles:

{
  "startUrls": [
    "https://www.snapchat.com/add/nasa",
    "fcbarcelona",
    "@mrbeast"
  ]
}

With Custom Proxy:

{
  "startUrls": ["nasa"],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["SHADER"]
  }
}

Output

The actor outputs structured JSON data for each profile, saved directly to the Apify dataset. Each record contains complete profile information and all associated stories.

Output Schema

{
  "username": "nasa",
  "profileUrl": "https://www.snapchat.com/add/nasa",
  "username1": "NASA",
  "username2": "nasa",
  "profileImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/...",
  "profileDescription": "Explore the universe and discover our home planet with official NASA snaps.",
  "profileLocation": "",
  "subscribers": 787900,
  "category": "public-profile-category-v3-business-group",
  "websiteUrl": "https://www.nasa.gov",
  "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=nasa&type=SVG&bitmoji=enable",
  "stories": [
    {
      "id": "d749358d-cc5a-4537-9ee5-e30b0be766d3",
      "storyTitle": "What is Artemis II?",
      "thumbnailUrl": "https://cf-st.sc-cdn.net/d/...",
      "snaps": [
        {
          "id": "6YS5YDvhwflHopWMx3wvR",
          "mediaUrl": "https://cf-st.sc-cdn.net/d/...",
          "previewUrl": "https://cf-st.sc-cdn.net/d/...",
          "timestamp": "2025-10-23T19:58:04.000Z"
        }
      ]
    }
  ],
  "success": true
}

Output Fields

Field	Type	Description
username	String	Extracted username identifier
profileUrl	String	Full URL to the Snapchat profile
username1	String	Display name or title of the profile
username2	String	Actual username handle
profileImageUrl	String	URL to profile picture
profileDescription	String	Bio or description text
profileLocation	String	Location information (if available)
subscribers	Integer	Number of subscribers/followers
category	String	Profile category classification
websiteUrl	String	External website URL (if provided)
snapcodeImageUrl	String	URL to snapcode image
stories	Array	Complete list of stories/highlights
stories[].id	String	Unique story identifier
stories[].storyTitle	String	Title of the story/highlight
stories[].thumbnailUrl	String	Thumbnail image URL
stories[].snaps	Array	List of snaps within the story
stories[].snaps[].id	String	Unique snap identifier
stories[].snaps[].mediaUrl	String	Direct URL to media content
stories[].snaps[].previewUrl	String	Preview/thumbnail URL
stories[].snaps[].timestamp	String	ISO timestamp of the snap
success	Boolean	Whether the extraction was successful

🚀 How to Use the Actor (via Apify Console)

1. Log in to your Apify account at https://console.apify.com
2. Navigate to Actors in the left sidebar
3. Find snapchat-scraper in your actor list and click on it
4. Configure Input:
   • Add Snapchat profile URLs or usernames in the startUrls field
   • Optionally configure proxy settings (default: no proxy, auto-fallback enabled)
5. Click Start to run the actor
6. Monitor Progress: Watch real-time logs showing:
   • Proxy status and fallback events
   • Profile processing progress
   • Story extraction counts
   • Success/failure status for each profile
7. Access Results: Once complete, go to the OUTPUT tab to view scraped data
8. Export Data: Download results as JSON, CSV, or Excel format

Using the Actor via API

curl -X POST "https://api.apify.com/v2/acts/YOUR_ACTOR_ID/runs" \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "startUrls": ["nasa", "fcbarcelona"],
    "proxyConfiguration": {
      "useApifyProxy": false
    }
  }'

Best Use Cases

📱 Social Media Research

• Analyze competitor profiles and content strategies
• Track engagement metrics and subscriber growth
• Monitor brand presence on Snapchat
• Research influencer profiles and their content

📊 Content Marketing

• Discover trending stories and content formats
• Analyze successful content patterns
• Extract media URLs for content inspiration
• Track content publication schedules via timestamps

🔍 Market Intelligence

• Monitor industry leaders' Snapchat presence
• Track category-specific profiles
• Analyze subscriber counts and engagement
• Research location-based profiles

📈 Data Analytics

• Build datasets for machine learning projects
• Create snapshots of profile states over time
• Aggregate data from multiple profiles
• Generate reports on Snapchat usage patterns

🎯 Lead Generation

• Extract profile information for outreach
• Identify profiles by category
• Collect contact information (website URLs)
• Build prospect lists from public profiles

Frequently Asked Questions

Q: Do I need to configure proxies manually?

A: No! The actor starts without a proxy for maximum speed. It automatically falls back to datacenter proxies if blocked, and then to residential proxies with retries if needed. You only need to configure proxies if you want to start with a specific proxy type.

Q: Can I scrape private profiles?

A: No. This actor only extracts data from publicly available Snapchat profiles. Private profiles require authentication and are not accessible through public scraping methods.

Q: How many profiles can I scrape in one run?

A: There's no hard limit. The actor processes profiles concurrently, so you can scrape hundreds of profiles in a single run. Performance depends on your Apify plan and rate limits.

Q: What happens if a profile doesn't exist?

A: The actor will attempt to fetch the profile, and if it fails, it will save a record with success: false and an error message. This allows you to track which profiles were unavailable.

Q: Are media URLs permanent?

A: Media URLs are provided as-is from Snapchat's CDN. They may expire over time, so it's recommended to download media content soon after extraction if you need permanent access.

Q: How accurate is the subscriber count?

A: Subscriber counts are extracted directly from Snapchat's public profile data. They reflect the count at the time of scraping.

Q: Can I scrape stories from the past?

A: The actor extracts all currently available stories and highlights from profiles. It doesn't access historical content that's no longer visible on the profile.

Q: What's the difference between stories and snaps?

A: Stories are collections (highlights) that contain multiple snaps. Each story has a title and thumbnail, and contains an array of individual snaps with their media URLs.

Support and Feedback

💬 Need help or have feature requests? Contact us at dev.scraperengine@gmail.com

We're constantly improving the actor based on user feedback. If you encounter any issues or have suggestions for new features, please reach out!

Cautions

⚠️ Important Legal and Ethical Considerations:

• Public Data Only: This actor collects data only from publicly available Snapchat profiles. No private or password-protected content is accessed.

• Terms of Service: Ensure your use of this actor complies with Snapchat's Terms of Service and applicable laws in your jurisdiction.

• Rate Limiting: While the actor includes rate limiting and respectful request patterns, be mindful of large-scale scraping operations that might impact Snapchat's servers.

• Data Privacy: You are responsible for ensuring compliance with data protection laws (GDPR, CCPA, etc.) when collecting and storing personal information.

• Spam Laws: Do not use extracted data for unsolicited communications. Ensure compliance with anti-spam regulations (CAN-SPAM Act, etc.).

• Intellectual Property: Respect copyright and intellectual property rights when using extracted media content.

• Ethical Use: Use this tool responsibly and ethically. Do not use it for harassment, stalking, or any malicious purposes.

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