Snapchat Profile Scraper

👻 Snapchat Profile Scraper – Overview

Snapchat Profile Scraper extracts structured public Snapchat profile data from one or multiple Snapchat usernames or profile URLs. It is designed for creators, marketers, researchers, agencies, lead-generation teams, and analysts who need a practical way to collect Snapchat profile metadata, public content information, engagement signals, and related account details into structured records.

Snapchat Profile Scraper accepts a list of profile identifiers in one input field. You can provide usernames such as sweeyfamily.yt, handles such as @ur_cristianosiu, or full Snapchat profile URLs such as https://www.snapchat.com/@wearemessi. Each item is processed independently and returned as a structured dataset item.

💡 Key Features

• Scrape one or many Snapchat profiles in a single run
• Accept usernames, @handles, and Snapchat profile URLs
• Extract public profile metadata and account information
• Collect public Story, Highlight, Spotlight, and Lens data when available
• Capture Spotlight engagement metrics such as views, likes, comments, and shares
• Extract available public business information
• Collect related Snapchat accounts when present
• Return structured JSON records suitable for analysis and downstream workflows

Snapchat Profile Scraper is focused on information that is available from the public profile experience. Results can vary by profile because Snapchat may expose different fields for different accounts, content types, or account states.

🔍 Snapchat Profile Scraper – Key Features

Snapchat Profile Scraper combines profile-level data with content and engagement information in one structured output. This makes the resulting records useful for both simple profile research and broader Snapchat analytics workflows.

👤 Profile Metadata

For each processed profile, the output can include identity and profile fields such as username, display name, biography, canonical profile URL, profile image, Snapcode image, website, location, account category, and public subscriber count.

Depending on what Snapchat exposes for a specific public profile, the record can also include indicators for public, business, creator, private, discoverable, active, and verified states.

📱 Stories and Highlights

When public Story information is available, the actor can return Story items with identifiers, titles, media types, media URLs, thumbnails, and timestamps.

Highlights are collected separately with highlight identifiers, titles, cover images, descriptions, Story counts, and creation timestamps where available. This helps you understand how a public profile organizes persistent Story content.

⭐ Spotlight Data

Spotlight content receives additional engagement-oriented treatment. The actor can return Spotlight identifiers, captions, descriptions, media information, thumbnails, timestamps, duration, view count, like count, share count, comment count, hashtags, and music information when those values are available.

🕶️ Lens Information

For profiles exposing Lens data, the output can include Lens identifiers, names, thumbnails, preview URLs, creator names, and update timestamps.

✅ Why Use Snapchat Profile Scraper?

• Build structured Snapchat profile datasets instead of collecting profile details manually
• Research creators, public profiles, and content presence
• Compare public audience and content signals across multiple profiles
• Support influencer discovery and creator research
• Analyze public Spotlight engagement
• Organize profile, content, and related-account information for later analysis

📊 Snapchat Profile Scraper – What Data Can You Extract

Snapchat Profile Scraper organizes its output into logical sections so that profile information, content, engagement, and business details remain easy to analyze.

👤 Profile

The profile object can contain:

• id
• username
• displayName
• firstName
• lastName
• bio
• profileUrl
• profilePhoto
• bitmojiAvatar
• bitmojiSelfie
• bitmojiBackground
• snapcodeImage
• verified
• verifiedType
• accountType
• category
• businessCategory
• website
• email
• phone
• location
• country
• language
• timezone
• createdAt
• lastUpdated
• subscriberCount
• friendCount
• followingCount
• spotlightCount
• storyCount
• highlightCount
• lensCount
• snapScore
• isPublicProfile
• isBusinessProfile
• isCreatorProfile
• isPrivate
• isDiscoverable
• isActive

Some fields are designed for a broader profile structure and may remain empty, zero, false, or null when Snapchat does not provide that information for the target profile.

📱 Stories

The storie_1 collection can include:

• storyId
• title
• caption
• description
• mediaType
• mediaUrl
• thumbnail
• createdAt
• expiresAt
• duration
• viewCount
• screenshotCount
• shareCount
• replyCount
• mentions
• hashtags
• geotag
• music

🖼️ Highlights

The highlights collection can include:

• highlightId
• title
• coverImage
• description
• storyCount
• createdAt

⭐ Spotlight

The spotlight_1 collection can include:

• spotlightId
• caption
• description
• mediaType
• mediaUrl
• thumbnail
• createdAt
• duration
• viewCount
• likeCount
• shareCount
• commentCount
• hashtags
• mentions
• music

🕶️ Lenses

The lenses collection can include:

• lensId
• name
• description
• thumbnail
• previewUrl
• creator
• createdAt
• uses
• favorites
• shareCount

💬 Comments and Replies

The actor can expose comment records collected from available Spotlight comment data. The comments collection includes identifiers, post identifiers, user identifiers, display names, comment text, timestamps, like counts, and reply counts.

The top-level replies field is also part of the returned structure, although comment-level extraction is the populated comment area documented above.

📈 Engagement

The engagement object summarizes available Spotlight activity:

• totalViews
• totalLikes
• totalComments
• totalShares
• totalSubscribers
• engagementRate

The engagement rate is calculated from the available total Spotlight views and the combined likes, comments, and shares. When no views are available, the reported engagement rate is 0.

🏢 Business and Related Accounts

The business object can contain:

• companyName
• businessAddress
• city
• state
• country
• postalCode
• website
• phone
• email

The actor can also return relatedAccounts, including:

• username
• displayName
• profileUrl

📦 Output / Data Fields

Each processed input produces a structured record containing profile data plus collections for Stories, Highlights, Spotlight, Lenses, comments, related accounts, business information, engagement totals, and scrape metadata.

🚀 Snapchat Profile Scraper – How to Use It

Using Snapchat Profile Scraper is straightforward.

🚀 1. Open the actor

Open the actor in Apify Console and start a new run.

📝 2. Enter Profile Usernames or URLs

Use the Profile usernames input field and add one or multiple values. The input accepts Snapchat profile URLs and username-style values.

Examples:

https://www.snapchat.com/@wearemessi
https://www.snapchat.com/@milliet24
@ur_cristianosiu
sweeyfamily.yt

▶️ 3. Run the Actor

Start the run. Each supplied profile is processed individually, and successful results are saved as structured output records.

📦 4. Review the Dataset

After the run finishes, open the dataset in Apify to inspect the extracted Snapchat profile data. You can then use the structured records for analysis or your own downstream workflow.

📝 Input

The actor currently exposes one input property:

• usernames — an array of Snapchat usernames or profile URLs. You can provide one profile or multiple profiles in the same run.

🔎 How to Scrape a Snapchat Profile from a Username or Profile URL

The easiest workflow is to paste either a Snapchat username or a full profile URL into the usernames list. The actor handles both formats and processes each item as a Snapchat profile target.

For example, these two styles are supported in the same run:

{
  "usernames": [
    "@ur_cristianosiu",
    "https://www.snapchat.com/@wearemessi"
  ]
}

Snapchat Profile Scraper turns each target into a Snapchat profile request and returns one structured result for each successfully processed profile.

This Snapchat Profile Scraper workflow is useful when you already have a list of creator handles, business accounts, public profiles, or profile URLs and want to process them in bulk instead of entering profiles individually.

💡 Can I Scrape Multiple Snapchat Profiles at Once?

Yes. The usernames input is an array, so you can submit multiple Snapchat profile targets in one actor run.

This is useful for profile comparisons, creator research, market research, prospect discovery, and Snapchat content analysis. Each input item is handled separately, which keeps the resulting records easy to filter and process.

For larger lists, keep your inputs clean and use one profile identifier per array item. Mixing full URLs and username-style values is supported by the actor's input handling.

🎯 Snapchat Profile Scraper – Use Cases

👤 Influencer and Creator Research

Identify public Snapchat profiles, review creator presentation, and organize profile-level signals such as display name, bio, subscriber count, website, and public content availability.

📈 Snapchat Engagement Analysis

Use Spotlight views, likes, comments, shares, and calculated engagement rate to study public content performance where those metrics are available.

🏢 Business and Brand Research

Public business profiles can provide useful details such as company name, category, website, address information, and other available business fields.

🔍 Competitor and Market Research

Collect public Snapchat profile information for multiple brands or creators and compare profile structure, content presence, related accounts, and available engagement signals.

🧩 Related Account Discovery

The related account section can help identify connected public profiles that Snapchat exposes alongside the target profile.

🗂️ Structured Dataset Building

Create a reusable Snapchat profile dataset for internal research, reporting, data enrichment, creator analysis, or other legitimate public-data workflows.

🎯 Use Cases

• Creator discovery
• Influencer research
• Brand and business research
• Public-profile analytics
• Spotlight performance analysis
• Competitor research
• Market intelligence
• Structured Snapchat datasets

📥 Input Reference

The current Snapchat Profile Scraper input is intentionally simple.

Field	Type	Description
usernames	Array of strings	One or multiple Snapchat usernames, @handles, or Snapchat profile URLs

🧾 Accepted Input Examples

{
  "usernames": [
    "sweeyfamily.yt",
    "@ur_cristianosiu",
    "https://www.snapchat.com/@milliet24"
  ]
}

There is no separate keyword, location, date range, content-limit, or category input in the provided configuration. The actor is designed around profile targets.

📤 Snapchat Profile Scraper – Output Example

A simplified Snapchat Profile Scraper output record follows the structure below. The actual values depend on what is available for the requested Snapchat profile.

{
  "profile": {
    "username": "exampleuser",
    "displayName": "Example Profile",
    "bio": "Public profile bio",
    "profileUrl": "https://www.snapchat.com/@exampleuser",
    "profilePhoto": "https://example.com/profile.jpg",
    "website": "https://example.com",
    "subscriberCount": 10000,
    "verified": false,
    "isPublicProfile": true
  },
  "storie_1": [],
  "highlights": [],
  "spotlight_1": [
    {
      "spotlightId": "abc123",
      "caption": "Example Spotlight",
      "mediaType": "1",
      "viewCount": 1000,
      "likeCount": 50,
      "shareCount": 10,
      "commentCount": 5
    }
  ],
  "lenses": [],
  "comments": [],
  "replies": [],
  "engagement": {
    "totalViews": 1000,
    "totalLikes": 50,
    "totalComments": 5,
    "totalShares": 10,
    "totalSubscribers": 10000,
    "engagementRate": 6.5
  },
  "relatedAccounts": [],
  "business": {
    "companyName": "Example Profile",
    "businessAddress": "",
    "city": "",
    "state": "",
    "country": "",
    "postalCode": "",
    "website": "https://example.com",
    "phone": "",
    "email": ""
  },
  "metadata": {
    "sourceUrl": "https://www.snapchat.com/@exampleuser",
    "scrapedAt": "timestamp",
    "status": "success",
    "error": null
  }
}

The example is illustrative rather than a guarantee of populated fields. Public profile data changes, and some fields may be unavailable for particular accounts.

💰 Pricing

No Snapchat Profile Scraper-specific price is stated in the provided actor configuration, so no fixed price is documented here.

Your actual run cost depends on your Apify usage and the resources consumed by the run. Check the current pricing information shown in Apify Console before launching production workloads.

⚠️ Tips and Important Notes

💡 Tips / Important Notes

• Use valid Snapchat usernames or profile URLs.
• You can mix usernames, @handles, and full profile URLs in one run.
• Public data availability can vary from one profile to another.
• Empty, zero, false, or null values can mean that a field was not available for that profile.
• Spotlight engagement statistics are only meaningful when Snapchat exposes the corresponding metrics.
• Business information is best treated as public profile information and may not be present for personal accounts.
• Large input lists may take longer to process because each profile is handled separately.
• Review results before using them for important decisions, especially when profile information can change over time.

For reliable datasets, keep your target list organized, avoid accidental duplicates, and periodically rerun important profiles when you need fresh public information.

❓ Frequently Asked Questions

❓ What is Snapchat Profile Scraper?

Snapchat Profile Scraper is an Apify Actor for collecting structured public information from Snapchat profile usernames and profile URLs. It can return profile metadata, Stories, Highlights, Spotlight content, Lens information, comments, related accounts, business fields, engagement totals, and scrape metadata when available.

👥 Can I scrape multiple Snapchat usernames in one run?

Yes. The usernames input is an array, so you can submit multiple Snapchat usernames or profile URLs together. Each target is processed independently and successful results are pushed as separate structured dataset items.

🔗 Can I provide a Snapchat profile URL instead of a username?

Yes. The input supports full Snapchat profile URLs as well as username-style values and @handles.

📊 What data does Snapchat Profile Scraper return?

The actor returns a structured record with sections for profile, Stories, highlights, spotlight_1, lenses, comments, replies, engagement, relatedAccounts, business, and metadata.

⭐ Does Snapchat Profile Scraper collect Spotlight engagement?

Yes. Where the required public statistics are available, Spotlight records can include views, likes, comments, and shares. The top-level engagement section also summarizes those available metrics.

🏢 Does it extract Snapchat business information?

It can return available public business information such as company name, address, website, category-related profile data, and an email found in available profile information. Availability depends on the public profile.

📱 Can it collect Snapchat Stories and Highlights?

Yes, when those public content sections are available for the target profile. Story and Highlight records include the fields supported by the actor's current output structure.

ℹ️ Does every output field contain a value?

No. Snapchat profiles do not all expose the same information. Some fields may remain empty, zero, false, or null when the corresponding information is unavailable.

🎯 Can I use Snapchat Profile Scraper for creator research?

Yes. The actor is well suited to public creator research because it combines profile metadata with available subscriber counts, content presence, Spotlight engagement, related accounts, and other public signals in one structured record.

🔄 How do I get fresh Snapchat profile data?

Run the actor again using the same profile targets. Because public Snapchat information can change, a new run provides a new snapshot of the currently available data.

🛠️ Support

Need a tweak, custom requirement, or a bespoke actor related to Snapchat profile data?

• Contact me by email: alphascraper69@gmail.com