Discover and analyze popular Snapchat creator accounts effortlessly. This tool extracts detailed profile data, subscriber metrics, and business insights from Snapchat profiles based on your chosen keywords.
Ideal for marketers, researchers, and brands looking to identify trending creators, monitor competitors, or analyze audience reach.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
If you are looking for Snapchat Popular Accounts Scraper you've just found your team — Let’s Chat. 👆👆
Snapchat Popular Accounts Scraper helps you collect comprehensive data on verified and trending Snapchat creators by keyword search. It enables marketers, analysts, and social strategists to understand influencer landscapes and make data-backed decisions.
- Find relevant Snapchat creators using multiple keywords.
- Access detailed analytics on follower counts and engagement.
- Collect verified business and location information.
- Export structured, ready-to-use datasets for research or marketing campaigns.
- Automate influencer discovery and audience intelligence.
| Feature | Description |
|---|---|
| Keyword-Based Search | Scrape accounts using one or multiple keywords for targeted discovery. |
| Detailed Profile Data | Extract username, display name, and biography automatically. |
| Subscriber Metrics | Get accurate subscriber counts and verification statuses. |
| Location Insights | Fetch creator’s country, state, and public address information. |
| Media URLs | Retrieve profile and hero image links for brand visualization. |
| Business Metadata | Extract business categories, IDs, and organization details. |
| Proxy Support | Configure proxies to scale scraping safely. |
| JSON Output | Receive structured, easy-to-analyze datasets in JSON format. |
| Field Name | Field Description |
|---|---|
| id | Unique account identifier. |
| username | Snapchat handle of the creator. |
| displayName | Public display name on Snapchat. |
| description | Bio or description provided by the creator. |
| subscriberCount | Total number of subscribers. |
| isVerified | Verification badge status. |
| location.country | Creator’s country of origin. |
| location.state | State or province information. |
| location.displayAddress | Full displayable address. |
| profileInfo.logoUrl | URL to the profile logo image. |
| profileInfo.heroImageUrl | URL to the hero/cover image. |
| profileInfo.createdAt | Account creation timestamp. |
| profileInfo.category | Business or content category. |
| flags.isLensCreator | Indicates if creator develops lenses. |
| flags.hasHighlights | Shows if creator has highlights on profile. |
| metadata.organizationId | Organization ID associated with the creator. |
| searchKeyword | Keyword used to find this account. |
| scrapedAt | Timestamp of when data was scraped. |
[
{
"id": "afe11ef2-562e-4399-b3b4-a1107f9aeee2",
"username": "fashionjfer",
"displayName": "Jfer",
"description": "SUBSCRIBE FOR A 🍪 NJ & MIA 📍 All Socials @Fashionjfer",
"subscriberCount": 248852,
"isVerified": true,
"location": {
"country": "United States",
"state": "New Jersey",
"displayAddress": "New Jersey, United States"
},
"profileInfo": {
"logoUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvSFl3MnFEOU56ZzhXNDNKM3NJQzc1P2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,90_FMjpeg",
"heroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvTU9waDlicXVxUWY0MEtIcUgyVk5XP2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,1080_FMjpeg",
"createdAt": "2023-06-20T00:18:04.785Z",
"category": "",
"subcategory": "",
"tier": 3
},
"flags": {
"isLensCreator": false,
"hasLenses": false,
"hasHighlights": true,
"isBrandProfile": false,
"isSnapchatPlusSubscriber": false
},
"metadata": {
"accountId": "afe11ef2-562e-4399-b3b4-a1107f9aeee2",
"organizationId": "46b4dd8f-7a1f-4611-a862-1bf74d39138c",
"profileIconColor": "#847162"
},
"searchKeyword": "fashion",
"scrapedAt": "2024-11-05T09:28:34.742Z"
}
]
Snapchat Popular Accounts Scraper/
├── src/
│ ├── runner.py
│ ├── extractors/
│ │ ├── snapchat_parser.py
│ │ └── utils_time.py
│ ├── outputs/
│ │ └── exporters.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── inputs.sample.txt
│ └── sample.json
├── requirements.txt
└── README.md
- Marketers use it to identify high-performing Snapchat influencers and optimize outreach strategies.
- Agencies use it to verify influencer authenticity before collaborations.
- Analysts monitor engagement trends and category performance in social media markets.
- Brands track competitor accounts to understand audience overlap and content direction.
- Researchers analyze content niches and creator distribution across regions.
Q1: Can I scrape multiple keywords in one run? Yes, you can input an array of keywords to target different niches simultaneously.
Q2: What formats can I export the data in? You can export data as JSON, CSV, Excel, HTML, XML, or JSONL for flexible analysis.
Q3: Does it support proxies? Absolutely—proxy configurations are supported for enhanced scalability and reduced rate-limit risks.
Q4: How often should I run the scraper? Running it weekly helps track creator growth and emerging influencers effectively.
Primary Metric: Processes an average of 300 profiles per minute with a stable network connection. Reliability Metric: Achieves a 97% success rate on valid keyword searches. Efficiency Metric: Handles concurrent keyword sets with minimal latency using proxy rotation. Quality Metric: Ensures over 98% completeness across extracted profile fields, including location and subscriber metrics.
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