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🟡 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

⚙️ 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":{
"value":"https://cf-st.sc-cdn.net/d/KqNszZeSZEUk3Paba1qVZ.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi85vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
}
},
"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":{
"value":"https://cf-st.sc-cdn.net/d/oush8LjlhntdhAc2MiFi1.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
}
},
"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":""
},
"snapMediaType":0,
"snapUrls":{
"mediaUrl":"https://cf-st.sc-cdn.net/d/jwmEU0W9bxAOoqAqM1ZTO.400.IRZXSOY?mo=GlsaCxoAGgAyAQRQXmABWhBQdWJsaWNJbWFnZVN0b3J5ogEfCJADIhoKDToBfUIGCL3m-p8GSAMSACoHSVJaWFNPWaIBFwjnByISCgUyAX1IBBIAKgdJUlpYU09Z&uc=94",
"mediaPreviewUrl":{
"value":"https://cf-st.sc-cdn.net/d/jwmEU0W9bxAOoqAqM1ZTO.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgDUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
}
},
"timestampInSec":{
"value":"1677636385"
}
},
{
"snapIndex":12,
"snapId":{
"value":""
},
"snapMediaType":0,
"snapUrls":{
"mediaUrl":"https://cf-st.sc-cdn.net/d/WzBwolwNY2QyK0Uw0kjUr.400.IRZXSOY?mo=Gl4aEBoAGgAyAQQ6AX1IA1BeYAFaEFB1YmxpY0ltYWdlU3RvcnmiARoIkAMiFQoIQgYIveb6nwYSACoHSVJaWFNPWaIBGgjnByIVCghCBgi85vqfBhIAKgdJUlpYU09Z&uc=94",
"mediaPreviewUrl":{
"value":"https://cf-st.sc-cdn.net/d/WzBwolwNY2QyK0Uw0kjUr.410.IRZXSOY?mo=Gj8aGBoAGgAyAQQ6AX1CBgi95vqfBkgCUF5gAVoQRGZMYXJnZVRodW1ibmFpbKIBEAiaAyILEgAqB0lSWlhTT1k%3D&uc=94"
}
},
"timestampInSec":{
"value":"1677636385"
}
},
{
"snapIndex":13,
"snapId":{
"value":""
},
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"hasSpotlightHighlights":true,
"mutableName":"Mohsen Alnassar",
"publisherType":"",
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 ............
 ...............
 .................
]

🧾 Output Fields

☁️ 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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