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$6.99/month + usage

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Snapchat Profile Scraper

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👻 Snapchat Profile Scraper - Instantly collect public profile info Extract username, title, badge, subscribers & bio Grab website, profile pic, address & last update Delivered in clean JSON for easy use & analysis Perfect for pros, researchers & social experts .

Pricing

$6.99/month + usage

Rating

5.0

(1)

Developer

Alpha Scraper

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

🟡 Snapchat - Profile - Scraper 🟡 — Apify Actor

Easily scrape public Snapchat profile data in seconds using this Apify actor! ⚡ Extract verified account info, stats, links, and profile details — all neatly stored in structured JSON output. Perfect for data analysis, marketing, or research.

📌 Actor Overview

🧠 Snapchat Profile Scraper (Advanced) is a production-grade Apify Actor designed to extract rich, structured metadata from public Snapchat profile pages. It is built for reliability, scalability, and real-world automation workflows, making it suitable for data teams, growth analysts, OSINT researchers, and SaaS integrations.

🚀 This actor supports single or bulk profile scraping, automatically normalizes usernames or URLs, intelligently extracts embedded JSON data from Snapchat’s frontend, and stores results in Apify Datasets and Key-Value Store for easy downstream consumption.

🧩 What This Actor Does

🔍 This actor visits public Snapchat profile pages and extracts:

🧾 Profile identity metadata (username, display name, title)
🖼️ Profile & hero images
📝 Bio / description text
🏷️ Account category & subcategory
👥 Subscriber / follower count (when publicly available)
🏅 Badges & publisher type
🎨 Branding information (primary color, hero images)
🕒 Account creation & last update timestamps
📍 Location / address data (if exposed)
🔎 Story & highlight availability flags

✨ Key Features

🔗 Flexible Input Handling — Accepts usernames, profile URLs, or mixed lists
🧠 Automatic Username Normalization — Handles @username, URLs, and raw names
🧬 Deep JSON Extraction Engine — Parses embedded Next.js, SSR, and inline JS data
🛡️ Proxy-Aware Architecture — Supports Apify Proxy with residential fallback
⚡ Concurrent Scraping — Configurable concurrency with rate control
🧾 Structured Output — Clean, normalized JSON for analytics-ready pipelines
☁️ Apify-Native Storage — Pushes data to Dataset and KV Store automatically
🧩 Error-Resilient Design — Partial failures don’t stop the entire run

🔄 How the Actor Works (Step-by-Step)

1️⃣ Input Parsing

📥 Reads usernames from usernames, username, or startUrls
🔄 Normalizes all inputs into canonical Snapchat usernames

2️⃣ Request Preparation

🌐 Builds multiple Snapchat profile URL variants
🧭 Configures headers, timeouts, and proxy routing

3️⃣ HTML Fetching

📄 Downloads profile HTML with redirect handling
🔁 Retries via alternative URLs if needed

4️⃣ Data Extraction

🧬 Parses <meta> tags for basic metadata
📦 Extracts JSON blobs from:
- __NEXT_DATA__
- application/ld+json
- Inline JavaScript state objects

5️⃣ Field Normalization

🧹 Cleans numbers, timestamps, URLs, and strings
🕒 Converts epoch times to ISO-8601 UTC format

6️⃣ Result Storage

📊 Pushes each profile to the Apify Dataset
🗂️ Saves full aggregated output to KV Store (OUTPUT key)

🧾 Input Parameters

🔑 Field	📘 Type	📌 Required	📝 Description
🟢 `usernames`	array[string]	✅ Yes	List of Snapchat usernames or profile URLs to scrape
🌐 `proxyConfiguration`	object	❌ No	Apify proxy settings (recommended for scale)
⚡ `concurrency`	number	❌ No	Number of profiles scraped in parallel (default: 5)
⏱️ `requestDelay`	number	❌ No	Delay (seconds) between requests per task (default: 0.5)

⚙️ Input Exmaple ( When Get All hasCuratedHighlights turn off ) :

The actor accepts the following input fields:

{
    
  "usernames": [
        "https://www.snapchat.com/@mohsenalnssar",
        "https://www.snapchat.com/@realmadrid",
        "s_kramarzz",
        "@markielucas"
      ]

  "get_all_hasCuratedHighlights": false,
}

⚙️ Output Exmaple ( When Get All hasCuratedHighlights turn OFF ) :

[
  {
    "username": "mohsenalnssar",
    "title": "Mohsen Alnassar on Snapchat",
    "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=mohsenalnssar&type=SVG&bitmoji=enable",
    "badge": 1,
    "categoryStringId": "public-profile-category-v3-people",
    "subcategoryStringId": "public-profile-subcategory-v3-entrepreneur",
    "subscriberCount": "637100",
    "bio": "Mohsen Alnassar is on Snapchat!",
    "websiteUrl": "https://www.snapchat.com/@mohsenalnssar",
    "profilePictureUrl": "https://us-east1-aws.api.snapchat.com/web-capture/www.snapchat.com/add/mohsenalnssar/preview/square.jpeg?xp_id=1",
    "address": "Kuwait, Kuwait",
    "hasSpotlightHighlights": true,
    "mutableName": "Mohsen Alnassar",
    "publisherType": "",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvVmJNN2NOZkp0REp5c3NvRUQ4R0t6P2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,1080_FMjpeg",
    "primaryColor": "",
    "hasStory": true,
    "creationTime": "2020-01-25T01:39:44.942Z",
    "lastUpdateTime": "2026-02-20T18:57:55.000Z",
    "scrapedAt": "2026-02-20T19:29:50.603523Z"
  },
  {
    "username": "realmadrid",
    "title": "Real Madrid on Snapchat",
    "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=realmadrid&type=SVG&bitmoji=enable",
    "badge": 1,
    "categoryStringId": "public-profile-category-v3-business-group",
    "subcategoryStringId": "public-profile-subcategory-v3-sports-team",
    "subscriberCount": "4572100",
    "bio": "Real Madrid is on Snapchat!",
    "websiteUrl": "https://www.snapchat.com/@realmadrid",
    "profilePictureUrl": "https://us-east1-aws.api.snapchat.com/web-capture/www.snapchat.com/add/realmadrid/preview/square.jpeg?xp_id=1",
    "address": "Madrid, España",
    "hasSpotlightHighlights": true,
    "mutableName": "Real Madrid",
    "publisherType": "",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvSjA4Umt5c1NZQ2lxWUZ0ZVIxZ3ROP2JvPUVna3lBUVJJQWxBWllBRSUzRCZ1Yz0yNQ._RS0,1080_FMjpeg",
    "primaryColor": "",
    "hasStory": true,
    "creationTime": "2019-05-21T18:26:22.131Z",
    "lastUpdateTime": "2026-02-20T19:13:13.394Z",
    "scrapedAt": "2026-02-20T19:29:51.013789Z"
  },
  {
    "username": "s_kramarzz",
    "title": "Selena😚😚 on Snapchat",
    "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=s_kramarzz&type=SVG&bitmoji=enable",
    "badge": 0,
    "categoryStringId": "public-profile-category-v3-people",
    "subcategoryStringId": "public-profile-subcategory-v3-creator",
    "subscriberCount": "7800",
    "bio": "Selena😚😚 is on Snapchat!",
    "websiteUrl": "https://www.snapchat.com/@s_kramarzz",
    "profilePictureUrl": "https://us-east1-aws.api.snapchat.com/web-capture/www.snapchat.com/add/s_kramarzz/preview/square.jpeg?xp_id=1",
    "address": "maine",
    "hasSpotlightHighlights": true,
    "mutableName": "Selena😚😚",
    "publisherType": "",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvejBPOHRrQnk2ZHV3OGtHZXRzeDdBP2JvPUVna3lBUVJJQWxBWllBRSUzRCZ1Yz0yNQ._RS0,1080_FMjpeg",
    "primaryColor": "",
    "hasStory": "False",
    "creationTime": "2021-07-03T20:51:10.726Z",
    "lastUpdateTime": "2026-02-18T20:19:43.706Z",
    "scrapedAt": "2026-02-20T19:29:50.468101Z"
  },
  {
    "username": "markielucas",
    "title": "Markie on Snapchat",
    "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=markielucas&type=SVG&bitmoji=enable",
    "badge": 1,
    "categoryStringId": "public-profile-category-v3-people",
    "subcategoryStringId": "public-profile-subcategory-v3-actor",
    "subscriberCount": "513200",
    "bio": "Markie is on Snapchat!",
    "websiteUrl": "https://www.snapchat.com/@markielucas",
    "profilePictureUrl": "https://us-east1-aws.api.snapchat.com/web-capture/www.snapchat.com/add/markielucas/preview/square.jpeg?xp_id=1",
    "address": "",
    "hasSpotlightHighlights": true,
    "mutableName": "Markie",
    "publisherType": "",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvYzFrb0hrd1NCOHRoYzFhOGc4bG4zP2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,1080_FMjpeg",
    "primaryColor": "",
    "hasStory": "False",
    "creationTime": "2019-07-09T20:39:34.047Z",
    "lastUpdateTime": "2026-01-24T12:15:20.417Z",
    "scrapedAt": "2026-02-20T19:29:51.546127Z"
  }
]

⚙️ Output Exmaple ( When Get All hasCuratedHighlights turn ON ) :

"get_all_hasCuratedHighlights": true,

[
  {
    "username": "mohsenalnssar",
    "title": "Mohsen Alnassar on Snapchat",
    "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=mohsenalnssar&type=SVG&bitmoji=enable",
    "badge": 1,
    "categoryStringId": "public-profile-category-v3-people",
    "subcategoryStringId": "public-profile-subcategory-v3-entrepreneur",
    "subscriberCount": "637100",
    "bio": "Mohsen Alnassar is on Snapchat!",
    "websiteUrl": "https://www.snapchat.com/@mohsenalnssar",
    "profilePictureUrl": "https://us-east1-aws.api.snapchat.com/web-capture/www.snapchat.com/add/mohsenalnssar/preview/square.jpeg?xp_id=1",
    "address": "Kuwait, Kuwait",
    "hasCuratedHighlights": [
      {
        "storyType": 3,
        "snapList": [
          {
            "snapIndex": 0,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 1,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/Rok6z8ma6i78FGdz6UdJU.1325.IRZXSOY?mo=GpkCGg4aABoAMgEEOgF9UF5gAVoHRGZNZWRpYaIBPQitChIfCh0gAUoUCg89GhkaGRoXFxYYFBYUGRAQ9ANaAxCAPiIXCgpCBgjD5vqfBkgCEgAqB0lSWlhTT1miAT0IkQoSHwodIAFKFAoPKgwODQwMDAoLCgsLCgsJEPQDWgMQ1z8iFwoKQgYIvub6nwZIAxIAKgdJUlpYU09ZogE9CIEKEh8KHSABShQKDxgFBwYGBQUFBQUEBQUFBBD0A1oDEPg-IhcKCkIGCL7m-p8GSAMSACoHSVJaWFNPWaIBPQieChIfCh0gAUoUCg8dCAcICAgHBwYHBgcFCAQQ9ANaAxD8PSIXCgpCBgjD5vqfBkgCEgAqB0lSWlhTT1k%3D&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/Rok6z8ma6i78FGdz6UdJU.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi-5vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 1,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/VGiX7TGBtWMTCnfr8hBfX.400.IRZXSOY?mo=GlIaGBoAGgAyAQQ6AX1CBgi75vqfBkgDUF5gAVoQUHVibGljSW1hZ2VTdG9yeaIBEAiQAyILEgAqB0lSWlhTT1miARAI5wciCxIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/VGiX7TGBtWMTCnfr8hBfX.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi75vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 2,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/6kYp1MzMKF2FHCRjvcj1D.400.IRZXSOY?mo=GlIaGBoAGgAyAQQ6AX1CBgi75vqfBkgDUF5gAVoQUHVibGljSW1hZ2VTdG9yeaIBEAiQAyILEgAqB0lSWlhTT1miARAI5wciCxIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/6kYp1MzMKF2FHCRjvcj1D.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi75vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 3,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/gvGn3gI3eS7yYnOxvcmpR.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL3m-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/gvGn3gI3eS7yYnOxvcmpR.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 4,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 1,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/RjwQrVdiXdkZ6CxgJ67CQ.1325.IRZXSOY?mo=GtUCGg4aABoAMgEEOgF9UF5gAVoHRGZNZWRpYaIBUAitChIyCjAgAUoeChm8AX9xhwGAAYIBcX90gAFrcmt-Zm98gQFyEPQDWgMQsE1aBwinQRC4gH4iFwoKQgYIyub6nwZIAhIAKgdJUlpYU09ZogFMCJEKEi4KLCABShoKFZgBYVFmYWlkeXN3W21pcWN4fYABYhD0A1oDEJpRWgcIp0EQq9tuIhcKCkIGCM_m-p8GSAMSACoHSVJaWFNPWaIBSgiBChIsCiogAUoYChNPKicwMS8tLzA1MTAqOCw0OTotEPQDWgMQ905aBwinQRCrwTIiFwoKQgYIz-b6nwZIBBIAKgdJUlpYU09ZogFKCJ4KEiwKKiABShgKE1IrLzExMzE0MDcyMi04NTNAOTEQ9ANaAxCfTFoHCKdBEKeWNSIXCgpCBgjK5vqfBkgDEgAqB0lSWlhTT1k%3D&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/RjwQrVdiXdkZ6CxgJ67CQ.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgjD5vqfBkgCUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 5,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/lPdnX7pwucReXD13OjUOU.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCLzm-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/lPdnX7pwucReXD13OjUOU.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi85vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 6,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 1,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/y8kS9d0Eu2y785jL8NdPu.1325.IRZXSOY?mo=Gt8BGhAaABoAMgEEOgF9SAJQXmABWgdEZk1lZGlhogEuCK0KEhIKECABSgwKB0Q4ITM6IjMQ9AMiFQoIQgYIx-b6nwYSACoHSVJaWFNPWaIBLgiRChISChAgAUoMCgc3JxUfIx8hEPQDIhUKCEIGCL7m-p8GEgAqB0lSWlhTT1miAS4IgQoSEgoQIAFKDAoHHBAIDQ4LCxD0AyIVCghCBgi-5vqfBhIAKgdJUlpYU09ZogEuCJ4KEhIKECABSgwKBx0SChETCA8Q9AMiFQoIQgYIx-b6nwYSACoHSVJaWFNPWQ%3D%3D&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/y8kS9d0Eu2y785jL8NdPu.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi85vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 7,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/KqNszZeSZEUk3Paba1qVZ.400.IRZXSOY?mo=GlIaGBoAGgAyAQQ6AX1CBgi85vqfBkgDUF5gAVoQUHVibGljSW1hZ2VTdG9yeaIBEAiQAyILEgAqB0lSWlhTT1miARAI5wciCxIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
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              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 8,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/auSdE8I9VRXgI8CMRqHoU.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL3m-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/auSdE8I9VRXgI8CMRqHoU.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 9,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/oush8LjlhntdhAc2MiFi1.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL3m-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
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              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 10,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/wGRaTtN1BXM5HMvd7fmVQ.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL3m-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/wGRaTtN1BXM5HMvd7fmVQ.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636385"
            }
          },
          {
            "snapIndex": 11,
            "snapId": {
              "value": ""
            },
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            "snapId": {
              "value": ""
            },
            "snapMediaType": 1,
            "snapUrls": {
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              "mediaPreviewUrl": {
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              }
            },
            "timestampInSec": {
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            }
          },
          {
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            "snapId": {
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            },
            "snapMediaType": 1,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/XZcuJqCEXPji7PoRghxvE.1325.IRZXSOY?mo=GpQCGg4aABoAMgEEOgF9UF5gAVoHRGZNZWRpYaIBPAitChIeChwgAUoTCg7JAYQBZIIBe4IBWGlxdRD0A1oDEMAsIhcKCkIGCMvp-p8GSAISACoHSVJaWFNPWaIBQgiRChIkCiIgAUoZChSnA44CjwKQApQCiwLfAewBmwLVARD0A1oDEOUsIhcKCkIGCMbp-p8GSAMSACoHSVJaWFNPWaIBOQiBChIbChkgAUoQCguNAUpTUWFiNE1hNxD0A1oDEJ4tIhcKCkIGCMbp-p8GSAISACoHSVJaWFNPWaIBOAieChIaChggAUoPCgpfOTM8PD8mKzQiEPQDWgMQvCwiFwoKQgYIy-n6nwZIAhIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/XZcuJqCEXPji7PoRghxvE.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgjC6fqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636771"
            }
          },
          {
            "snapIndex": 30,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 0,
            "snapUrls": {
              "mediaUrl": "https://cf-st.sc-cdn.net/d/4pxGYQ8TyVnRDR1Q8WsF7.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL7p-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/4pxGYQ8TyVnRDR1Q8WsF7.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi-6fqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
              }
            },
            "timestampInSec": {
              "value": "1677636771"
            }
          },
          {
            "snapIndex": 31,
            "snapId": {
              "value": ""
            },
            "snapMediaType": 1,
            "snapUrls": {
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              "mediaPreviewUrl": {
                "value": "https://cf-st.sc-cdn.net/d/nqE20oXiNpatm9odBG0mW.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgjC6fqfBkgCUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
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            }
          },
          {
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            "snapId": {
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            "snapMediaType": 1,
            "snapUrls": {
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            "timestampInSec": {
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          },
          {
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            "snapId": {
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            },
            "snapMediaType": 0,
            "snapUrls": {
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              }
            },
            "timestampInSec": {
              "value": "1677636771"
            }
          }
        ],
        "storyId": {
          "value": ""
        },
        "storyTitle": {
          "value": "1850"
        },
        "thumbnailUrl": {
          "value": "https://cf-st.sc-cdn.net/d/2f7OrrJOWdQGNNj2RVbUh.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi-5vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
        },
        "storySubtitle": null,
        "storyShareId": null,
        "canonicalUrlSuffix": null,
        "emoji": null,
        "storyTapId": "0",
        "videoTrackUrl": null,
        "highlightId": {
          "value": "b2041e7b-fe90-45a8-b95e-dfdfd8f84868"
        },
        "isAttributed": null
      }
    ],
    "hasSpotlightHighlights": true,
    "mutableName": "Mohsen Alnassar",
    "publisherType": "",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvVmJNN2NOZkp0REp5c3NvRUQ4R0t6P2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,1080_FMjpeg",
    "primaryColor": "",
    "hasStory": true,
    "creationTime": "2020-01-25T01:39:44.942Z",
    "lastUpdateTime": "2026-02-20T18:57:55.000Z",
    "scrapedAt": "2026-02-20T19:32:15.628135Z"
  } 
  ............
       ...............
           .................
]

🧾 Output Fields

Field	Description
`username`	Snapchat handle of the user.
`title`	Display name or profile title.
`snapcodeImageUrl`	Snapcode link for quick add.
`badge`	Verified or business badge indicator.
`categoryStringId`	Main category (e.g. Business Group).
`subcategoryStringId`	Subcategory (e.g. Sports Team).
`subscriberCount`	Total number of subscribers.
`bio`	User’s biography or description.
`websiteUrl`	Linked website (if available).
`profilePictureUrl`	URL of profile avatar image.
`address`	Location or base city.
`hasCuratedHighlights`	Whether the user has story highlights.
`hasSpotlightHighlights`	Whether Spotlight content exists.
`hasStory`	If there’s an active story.
`creationTime`	Account creation date.
`lastUpdateTime`	Last profile update timestamp.
`scrapedAt`	Time when data was scraped.

☁️ Apify Platform Usage Guide

▶️ Run directly from Apify Console
🔁 Schedule runs for periodic profile monitoring
🔌 Integrate via Apify API for SaaS pipelines
📊 Export results as JSON, CSV, or connect to data warehouses

🔐 Environment Variables

ℹ️ This actor does not require custom environment variables.

🛡️ Proxy authentication and routing are handled internally via Apify Proxy configuration.

🚀 Performance & Limits

⚡ Optimized for high-throughput scraping
🌐 Proxy support minimizes IP blocking risk
📈 Concurrency is configurable but should be tuned responsibly
⛔ Some fields may be unavailable for private or restricted profiles

🛑 Error Handling & Edge Cases

❌ Private or non-existent profiles return structured error objects
🔁 Automatic fallback to residential proxy on repeated failures
🧾 Partial failures do not interrupt other tasks
🪵 Detailed logs available in Apify run console

🧠 Best Practices

🟢 Use Apify Residential Proxy for large batches
⚖️ Keep concurrency moderate to reduce blocks
🔄 Re-run periodically to track profile changes
📦 Consume KV Store output for full-batch processing

🧑‍💼 Common Use Cases

📊 Social media analytics & competitor research
🧠 OSINT & public profile intelligence
📣 Brand & influencer monitoring
🔌 Data enrichment for CRM or marketing platforms
🤖 Feeding AI/ML pipelines with social metadata

⚠️ Notes & Warnings

🔒 Only publicly available data is scraped
🚫 Snapchat may change frontend structures without notice
🧪 Always test with small batches before scaling

⚖️ Legal & Compliance Disclaimer

📜 This actor is intended for educational, research, and legitimate business purposes only.

🛑 Users are solely responsible for:

📘 Complying with Snapchat’s Terms of Service
⚖️ Adhering to local data protection and privacy laws
🧑‍⚖️ Ensuring ethical and lawful use of scraped data

🚨 The actor developer assumes no liability for misuse.

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🟡 Snapchat - Profile - Scraper 🟡 — Apify Actor

📌 Actor Overview

🧩 What This Actor Does

✨ Key Features

🔄 How the Actor Works (Step-by-Step)

🧾 Input Parameters

⚙️ Input Exmaple ( When Get All hasCuratedHighlights turn off ) :

⚙️ Output Exmaple ( When Get All hasCuratedHighlights turn OFF ) :

⚙️ Output Exmaple ( When Get All hasCuratedHighlights turn ON ) :

🧾 Output Fields

☁️ Apify Platform Usage Guide

🔐 Environment Variables

🚀 Performance & Limits

🛑 Error Handling & Edge Cases

🧠 Best Practices

🧑‍💼 Common Use Cases

⚠️ Notes & Warnings

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