Snapchat Scraper

Snapchat Scraper

Snapchat Scraper is a fast, reliable Snapchat data extractor that pulls public profile metadata and complete story collections (including Spotlight highlights) into structured datasets. It solves the challenge of consistent Snapchat web scraping by combining intelligent proxy fallbacks with async concurrency, making it ideal for marketers, developers, data analysts, researchers, and OSINT teams. Use it to scrape Snapchat stories, extract media URLs, and power analytics, influencer discovery, and competitor monitoring at scale. 🚀

What data / output can you get?

Below are the exact fields this Snapchat scraping tool produces in the Apify dataset. You can export results to JSON, CSV, or Excel from the Apify platform.

Data type	Description	Example value
username	The input username normalized by the actor	"nasa"
profileUrl	Full URL to the Snapchat profile	"https://www.snapchat.com/add/nasa"
username1	Display name/title of the profile	"NASA"
username2	Actual username handle	"nasa"
profileImageUrl	URL to profile picture	"https://cf-st.sc-cdn.net/aps/bolt/..."
profileDescription	Bio/description text	"Explore the universe and discover our home planet with official NASA snaps."
profileLocation	Location information (if available)	""
subscribers	Subscriber/follower count	787900
category	Profile category classification	"public-profile-category-v3-business-group"
websiteUrl	External website URL (if provided)	"https://www.nasa.gov"
snapcodeImageUrl	URL to the profile’s snapcode image	"https://app.snapchat.com/web/deeplink/snapcode?username=nasa&type=SVG&bitmoji=enable"
stories[].id	Unique story/highlight identifier	"d749358d-cc5a-4537-9ee5-e30b0be766d3"
stories[].storyTitle	Title of the story/highlight	"What is Artemis II?"
stories[].thumbnailUrl	Story thumbnail image URL	"https://cf-st.sc-cdn.net/d/..."
stories[].snaps[].id	Unique snap identifier	"6YS5YDvhwflHopWMx3wvR"
stories[].snaps[].mediaUrl	Direct URL to media content	"https://cf-st.sc-cdn.net/d/..."
stories[].snaps[].previewUrl	Preview/thumbnail URL	"https://cf-st.sc-cdn.net/d/..."
stories[].snaps[].timestamp	ISO-formatted timestamp (UTC)	"2025-10-23T19:58:04.000Z"
success	Boolean indicating extraction status	true
error	Error message when success is false	"Failed to fetch profile"

Note: In addition to curated highlights, this Snapchat API scraper also collects Spotlight highlights when present. Media URLs are provided as-is from Snapchat’s CDN.

Key features

• 🔁 Intelligent proxy fallback
  Starts with no proxy for speed, escalates to datacenter proxies on blocks, and falls back to residential proxies with retries. Once residential is needed, remaining requests use it for maximum reliability.

• ⚡ Async, concurrent processing
  Processes multiple usernames in parallel using asyncio + aiohttp for high throughput and faster runs.

• 📦 Structured stories and snaps
  Extracts curated highlights and Spotlight highlights with snap IDs, media URLs, previews, and ISO timestamps — everything you need for analytics and archiving.

• 🧪 Robust error handling
  Clear success/failure markers per profile with error messages when applicable, so you can filter and retry intelligently.

• 🗄️ Ready-to-export datasets
  Results are saved directly to the Apify dataset. Export to JSON, CSV, or Excel in one click from the platform UI.

• 🔐 No login required
  Works on publicly available Snapchat profiles without authentication or cookies.

• 🛠️ Developer-friendly on Apify
  Built with the Apify SDK for predictable operations, logging, and easy automation via the Apify platform and API.

How to use Snapchat Scraper - step by step

1. Sign in to your Apify account at https://console.apify.com.
2. Open the actor named “snapchat-scraper”.
3. In the Input tab, add values to startUrls. This field accepts:
   • Full profile URLs: https://www.snapchat.com/add/username
   • Usernames: username or @username
4. (Optional) Configure proxyConfiguration if you want to start with a specific proxy type. By default, the actor begins with no proxy and auto-fallback is enabled.
5. Click Start to run the actor.
6. Monitor logs to see proxy events, profile processing, and story extraction counts.
7. In the Output tab, view the dataset records containing profile metadata, highlights/stories, and snaps.
8. Export your results as JSON, CSV, or Excel from the dataset page.

Pro tip: For bulk automations or CI pipelines, trigger runs programmatically via the Apify API using the same input fields shown below.

Use cases

Use case name	Description
Market research + competitor monitoring	Track public profiles at scale, analyze category tags and subscribers, and benchmark content output using this Snapchat scraping tool.
Influencer discovery + vetting	Use the Snapchat public profile scraper to collect display names, bios, and subscriber counts for influencer shortlists.
Content analysis + trend tracking	Scrape Snapchat stories and Spotlight highlights with timestamps to analyze cadence, format, and engagement cues.
Data analytics + enrichment	Feed structured story and snap metadata into analytics models through this Snapchat API scraper.
OSINT + public profile mapping	Employ the Snapchat OSINT tool for mapping publicly available profiles and media without authentication.
Lead generation + outreach prep	Use websiteUrl and bio fields from the Snapchat leads extractor to build contactable prospect lists.
Developer pipelines (API-first)	Integrate the Snapchat data extractor into automated data pipelines on the Apify platform.

Why choose Snapchat Scraper?

This production-ready Snapchat scraper emphasizes reliability and structure over brittle browser hacks.

• 🎯 Accurate, structured output of public profile metadata, stories, and snaps.
• 🔁 Proven proxy strategy: no proxy → datacenter → residential with retries and sticky fallback.
• ⚡ High throughput with async concurrency for batch scraping and large lists of usernames.
• 🧰 Built on the Apify platform for predictable runs, logging, and dataset exports.
• 🔐 Public data only — no login required, aligned with responsible Snapchat web scraping.
• 👩‍💻 Developer-ready inputs/outputs — easy to automate and integrate with your data stack.

The result is a dependable Snapchat story scraper and Snapchat Spotlight scraper that outperforms unstable, manual approaches.

Is it legal / ethical to use Snapchat Scraper?

Yes — when used responsibly. This actor collects data from publicly available Snapchat profiles and does not access private or authenticated content.

Guidelines to follow:

• Only collect public data and respect platform rate limits.
• Ensure compliance with applicable regulations (e.g., GDPR, CCPA) when storing or processing personal information.
• Review and comply with Snapchat’s Terms of Service for your specific use case.
• Do not use the data for unsolicited communications or misuse.

For edge cases or sensitive applications, consult your legal team.

Input parameters & output format

Example JSON input

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

Input parameters

• startUrls (array, required): List one or more Snapchat profile URLs (e.g., https://www.snapchat.com/add/username), usernames (e.g., username), or keywords. Default: not set (must be provided).
• proxyConfiguration (object, optional): Choose which proxies to use. By default, no proxy is used. If Snapchat rejects or blocks the request, it will fallback to datacenter proxy, then residential proxy with 3 retries. Default: useApifyProxy: false.

Example JSON output (success)

{
  "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
}

Example JSON output (failure)

{
  "username": "nonexistent_user_123",
  "success": false,
  "error": "Failed to fetch profile"
}

Notes:

• On failures, you’ll get success: false with an error field. On success, expect the full profile + stories structure.
• Some fields like profileLocation or websiteUrl may be empty when not present on the profile.

FAQ

Do I need to configure proxies manually?

No. By default, the actor starts with no proxy for maximum speed and automatically falls back to datacenter, then residential proxies with retries if needed. You can still provide proxyConfiguration if you want to start with a specific proxy type.

Can it scrape private profiles or require login?

No. The scraper works only with publicly available Snapchat profiles and does not use authentication. It is designed as a Snapchat public profile scraper.

Does it support Spotlight highlights?

Yes. The actor parses Next.js data on profile pages and extracts both curated highlights and Spotlight highlights when available, making it a practical Snapchat Spotlight scraper.

Will it scrape Snap Map posts?

No. This actor targets public profiles, their highlights, and snaps. Snap Map scraping is not included.

How many profiles can I scrape at once?

There’s no hard-coded limit in the actor. It processes usernames concurrently for high throughput. Performance depends on your Apify plan and network conditions.

What happens if a profile is unavailable or blocked?

You will receive a record with success set to false and an error message. This helps you track failures and retry later if needed.

Are media URLs permanent?

Media URLs are returned as provided by Snapchat’s CDN and may expire over time. If you need long-term access, download media shortly after extraction.

What fields are included in the output?

You’ll get profile metadata (username1, username2, profileUrl, profileImageUrl, profileDescription, profileLocation, subscribers, category, websiteUrl, snapcodeImageUrl), story/highlight data (id, storyTitle, thumbnailUrl), and snap-level data (id, mediaUrl, previewUrl, timestamp), plus a success flag and optional error.

Closing CTA / Final thoughts

Snapchat Scraper is built for structured, reliable extraction of public Snapchat profiles, stories, and snaps. With intelligent proxy fallback, async concurrency, and clean JSON output, it’s a dependable Snapchat scraping bot for marketers, developers, data analysts, and researchers. Export datasets to CSV/JSON/Excel, automate runs on Apify, and integrate the results into analytics pipelines. Start extracting smarter Snapchat insights today with a production-ready Snapchat data extractor.