Snapchat Profile Full Data Scraper

🔍 Snapchat Profile Full Data Scraper – Overview

Snapchat Profile Full Data Scraper extracts publicly available profile information and content metadata from Snapchat profile pages. It is designed for users who need structured Snapchat profile data for research, analytics, content analysis, creator discovery, or dataset building.

The Actor accepts one or multiple Snapchat usernames or profile URLs. It normalizes the supplied value and processes each profile individually, returning structured data covering profile information, Stories, Highlights, Spotlight content, Lenses, comments, related accounts, engagement totals, and business profile information when those fields are available publicly.

📌 What this Actor does

• Extracts structured Snapchat profile data from supplied usernames or profile URLs.
• Processes multiple profiles in a single Actor run.
• Returns profile, content, engagement, related-account, and business information in structured JSON.
• Uses the public information available on the supplied Snapchat profile page.

🔍 Snapchat Profile Full Data Scraper – Key Features

Snapchat Profile Full Data Scraper is built around a broad profile-data extraction workflow rather than returning only a username or profile URL.

✨ Key Features

• 🧑 Profile metadata extraction
• 📱 Profile and Snapcode image URLs
• 📝 Display name and bio information
• 🌐 Website and location information when available
• 📖 Story metadata
• ⭐ Highlight metadata
• 🎬 Spotlight content and engagement statistics
• 🎨 Lens information
• 💬 Spotlight comments
• 🔗 Related Snapchat accounts
• 📊 Aggregate engagement metrics
• 🏢 Public business-profile information
• 📦 Structured JSON output
• 👥 Multiple usernames or profile URLs per run

The returned dataset is organized into logical sections, making Snapchat profile data easier to analyze programmatically or export for downstream workflows.

🔍 Snapchat Profile Full Data Scraper – What Data Can You Extract?

The Actor can return several categories of Snapchat profile data. Actual availability depends on what information is publicly exposed for the particular Snapchat profile at the time of extraction.

👤 Profile Information

The profile section can contain identifiers, username, display name, bio, profile URL, images, category information, website, location, timestamps, subscriber count, and profile-status indicators.

📖 Stories

Available Story information can include Story IDs, titles, media types, media URLs, thumbnails, and creation timestamps.

⭐ Highlights

Highlight records can include the Highlight ID, title, cover image, description, number of Stories, and creation timestamp.

🎬 Spotlight

Spotlight records can include content identifiers, captions, descriptions, media URLs, thumbnails, timestamps, duration, views, likes, shares, comments, hashtags, and music information when available.

💬 Comments

The Actor can extract publicly available Spotlight comment information such as comment ID, post ID, user ID, display name, text, timestamp, likes, and reply count.

📊 Data coverage

• Profile metadata
• Stories
• Highlights
• Spotlight posts
• Spotlight engagement
• Lenses
• Comments
• Related accounts
• Business information
• Aggregate engagement metrics

🔍 Snapchat Profile Full Data Scraper – How to Use It

Using Snapchat Profile Full Data Scraper requires only the usernames input field.

Step 1: Add Snapchat Profiles

Enter one or more Snapchat usernames or profile URLs in the usernames list.

Both complete profile URLs and username-style values are supported.

Step 2: Start the Actor

Run the Actor after adding your profiles. Each supplied value is processed separately.

Step 3: Review Structured Results

Each successfully processed profile produces a structured dataset record containing the available Snapchat profile data and associated content metadata.

💡 Simple workflow

• Add one or multiple Snapchat profiles.
• Start the Actor.
• Wait for the extraction to finish.
• Open the resulting dataset.
• Analyze or export the structured Snapchat profile data.

🔗 How to Scrape Snapchat Profile Data from Usernames or Profile URLs

You can provide either Snapchat profile URLs or username-style inputs.

For example, a profile URL can be supplied directly:

{
  "usernames": [
    "https://www.snapchat.com/@mohsenalnssar"
  ]
}

A username can also be provided:

{
  "usernames": [
    "s_kramarzz",
    "@markielucas"
  ]
}

The Actor normalizes these inputs into Snapchat profile addresses before processing them.

Multiple profiles can be supplied in the same run:

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

This makes Snapchat Profile Full Data Scraper useful when building a dataset from a list of known Snapchat profiles.

🧩 Can You Scrape Multiple Snapchat Profiles at Once?

Yes. The usernames field is an array, so you can submit multiple Snapchat usernames or profile URLs in one Actor run.

Each input is handled independently, and the resulting profile records are pushed into the Actor dataset.

This is useful for creator research, competitive analysis, profile discovery, and building structured Snapchat datasets from a predefined list of accounts.

👥 Multiple-profile extraction

• One profile can be processed for a quick lookup.
• Multiple profiles can be submitted together.
• Each profile generates its own structured result.
• Username and profile URL formats can be mixed in the same input list.

📥 Input

Snapchat Profile Full Data Scraper currently exposes one input field.

Field	Type	Description
usernames	Array	One or multiple Snapchat usernames or profile URLs

usernames

The usernames field accepts a list of Snapchat profile identifiers.

You can provide values such as:

https://www.snapchat.com/@username
username
@username

The Actor removes the @ prefix when necessary and derives the profile username from a Snapchat profile URL.

📌 Input requirement

• usernames should contain at least one value for the Actor to process profiles.
• Multiple values can be supplied.
• Snapchat profile URLs and username-style inputs can be combined.
• Empty input results in no profile extraction.

📤 Output

Each successful profile extraction produces a structured object containing several top-level sections.

Output section	Purpose
profile	Snapchat profile metadata and profile counts
storie_1	Available Story records
highlights	Highlight information
spotlight_1	Spotlight content and engagement
lenses	Lens metadata
comments	Spotlight comment information
replies	Reserved output collection included by the Actor
engagement	Aggregate Spotlight engagement metrics
relatedAccounts	Related public accounts
business	Public business-profile information
metadata	Source and extraction status information

👤 Profile Fields

The profile object can contain fields including:

• id
• username
• displayName
• 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
• profile-status fields

Some fields may remain empty or at their default value when corresponding public information is not available.

📖 Story Fields

Story records can contain:

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

⭐ Highlight Fields

Highlight records include:

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

🎬 Spotlight Fields

Spotlight records can contain:

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

💬 Comment Fields

Comment records can include:

• commentId
• postId
• userId
• username
• displayName
• text
• createdAt
• likeCount
• replyCount

📊 Engagement Data

The engagement section summarizes available Spotlight activity.

It includes:

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

The engagement rate is calculated from the available total views, likes, comments, and shares.

⚠️ Important

Engagement figures represent the data available from the profile extraction. They should be interpreted as extracted public metrics rather than permanent or historical measurements.

🧾 Snapchat Profile Full Data Scraper – Output Example

A simplified example of the structure returned by the Actor looks like this:

{
  "profile": {
    "id": "profile-id",
    "username": "example",
    "displayName": "Example Profile",
    "bio": "Public profile bio",
    "profileUrl": "https://www.snapchat.com/@example",
    "profilePhoto": "https://example.com/profile-image",
    "snapcodeImage": "https://example.com/snapcode",
    "verified": false,
    "category": "category",
    "businessCategory": "subcategory",
    "website": "https://example.com",
    "location": "Public location",
    "subscriberCount": 1000,
    "storyCount": 2,
    "highlightCount": 3,
    "spotlightCount": 5,
    "lensCount": 1
  },
  "storie_1": [],
  "highlights": [],
  "spotlight_1": [],
  "lenses": [],
  "comments": [],
  "replies": [],
  "engagement": {
    "totalViews": 10000,
    "totalLikes": 500,
    "totalComments": 50,
    "totalShares": 20,
    "totalSubscribers": 1000,
    "engagementRate": 5.7
  },
  "relatedAccounts": [],
  "business": {},
  "metadata": {
    "sourceUrl": "https://www.snapchat.com/@example",
    "status": "success",
    "error": null
  }
}

The example is illustrative of the output structure. Actual values and available records depend on the supplied Snapchat profile and publicly available information.

🎯 Snapchat Profile Full Data Scraper – Use Cases

Snapchat Profile Full Data Scraper can support a variety of legitimate data-research and analysis workflows.

🔎 Profile Research

Researchers can collect structured profile information from a predefined list of Snapchat accounts instead of manually opening each profile.

📊 Creator Analysis

Marketing and research teams can examine publicly available creator profile information, Spotlight activity, engagement metrics, and related accounts.

🏢 Business Profile Research

Public business-profile information can help organize research datasets containing company names, websites, categories, locations, and other available business details.

📈 Content Analysis

Spotlight metadata such as views, likes, comments, shares, hashtags, music, and timestamps can be used for content-level analysis.

⭐ Highlight and Story Research

Available Stories and Highlights can be organized into structured records for research and archival-style datasets.

🧑‍💻 Dataset Building

Developers can use the structured results as a starting point for analytical datasets, internal research tools, or other data-processing workflows.

💼 Common workflows

• Social media research
• Creator discovery
• Public profile analysis
• Content research
• Engagement analysis
• Business profile research
• Competitive research
• Structured dataset creation

💰 Pricing

No specific monetary price is documented in the supplied Actor configuration, so this README does not state a fixed Actor price.

Your actual cost can depend on your Apify account, platform usage, and the way the Actor is run.

⚙️ Tips and Best Practices

For reliable Snapchat profile extraction, use clean and valid profile inputs.

• Use complete Snapchat profile URLs when available.
• Remove unnecessary spaces from username lists.
• Use multiple usernames when you need to process a larger predefined list.
• Review the resulting dataset for empty fields.
• Treat changing engagement metrics as time-dependent data.
• Check individual profile results when a profile has limited public information.
• Use structured output for downstream analysis rather than manually copying profile information.

💡 Important Notes

• Only publicly available profile information can be returned.
• Not every field will contain a value for every Snapchat profile.
• Some fields are included in the output structure but may remain empty when unavailable.
• Content availability can vary between profiles.
• Social media information can change over time, so extracted data represents the profile at the time of the run.

❓ Frequently Asked Questions

Can I scrape multiple Snapchat profiles with one run?

Yes. Add multiple usernames or Snapchat profile URLs to the usernames array. The Actor processes each supplied profile individually.

What input does Snapchat Profile Full Data Scraper require?

The Actor uses the usernames array. It accepts Snapchat usernames and profile URLs, allowing several profiles to be supplied in one run.

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

Yes. A complete Snapchat profile URL can be provided in the usernames list. The Actor identifies the username from the profile URL before processing it.

Can I use an @username format?

Yes. Username-style values with an @ prefix are normalized before the Snapchat profile is processed.

What data does the Snapchat profile scraper return?

The output can include profile metadata, Stories, Highlights, Spotlight content, Lenses, comments, engagement metrics, related accounts, business information, and extraction metadata.

Does the Actor extract Snapchat Spotlight data?

Yes. When Spotlight information is publicly available through the processed profile, the Actor can return Spotlight content metadata and available engagement statistics.

Does Snapchat Profile Full Data Scraper extract comments?

It can return publicly available Spotlight comments, including comment text, display name, timestamps, likes, reply counts, and associated identifiers.

Can I collect Snapchat engagement data?

Yes. The output includes aggregate views, likes, comments, shares, subscribers, and a calculated engagement rate based on the available Spotlight metrics.

Does every Snapchat profile contain all output fields?

No. The Actor provides a consistent output structure, but individual profiles may not expose every field. Missing public information can result in empty, zero, false, null, or empty-array values.

Can I use this Actor for Snapchat business profiles?

The output includes a business section and profile-level business indicators. Public business information is returned when it is available from the processed profile.

What happens if no usernames are provided?

The Actor does not process profiles when the usernames input is empty or missing.

Is the extracted Snapchat data permanent?

No. Snapchat profiles and their public content can change. The dataset represents information available during the particular extraction run.

🛠️ Troubleshooting

No data is returned

Check that the usernames field contains at least one valid Snapchat username or profile URL. Also verify that the profile is publicly accessible.

Some fields are empty

Empty fields do not necessarily indicate an extraction problem. A Snapchat profile may simply not expose that information publicly.

Spotlight or Story arrays are empty

Content availability varies by profile. The Actor only returns the content information available during extraction.

A profile does not provide business information

The business section may contain empty values when public business-profile information is unavailable.

📌 Support

For questions, data requirements, or issues related to Snapchat Profile Full Data Scraper, contact the developer by email.

• contact me by email : alphascraper69@gmail.com