💎 Graphtreon Scraper

Try our other scrapers ►	Patreon Scraper	Social Blade Scraper	TikTok Video Scraper

Welcome to this Graphtreon Scraper on Apify!

This fast and reliable actor extracts creator insights and historical performance data from Graphtreon.com, using either a creator username, Graphtreon page URL, or Patreon creator URL.

It’s the perfect tool for market researchers, content analysts, competitive intelligence professionals, and media strategists who want accurate, structured datasets for analyzing the creator economy.

This scraper is built for scale and precision, handling hundreds of creators and producing thousands of datapoints in minutes.

Key Features

• ✅ Creator Profile Data:

  • Scrape by username or profile URL (bulk supported)
  • Extract core details: creator ID, name, category, description

• ✅ Financial & Ranking Insights:

  • Total & paid members, monthly earnings, revenue per patron
  • Patreon & category rankings with trends

• ✅ Historical Growth Tracking:

  • Daily & monthly stats: members, earnings, rankings
  • Long-term performance trends with date-based values

• ✅ Engagement & Audience Metrics:

  • Earnings per patron (daily & monthly)
  • Growth spikes, audience changes, creator “Hot” status

• ✅ High-Speed Performance:

  • Parallel requests for speed and reliability
  • Smart rate limiting for uninterrupted collection

• ✅ Flexible Output Formats:

  • Exports results in multiple formats: JSON, CSV, XLSX, JSONL
  • Clean, structured data ready for analytics, business intelligence, or competitive analysis
  • Comprehensive dataset perfect for creators, market research and creator economy insights

🗂️ Use Cases

• Marketing Teams & Agencies: Benchmark creators, analyze monetization strategies, find potential partners
• Business Intelligence & Strategy: Track subscription trends, revenue modeling, category insights
• Data Scientists & Analysts: Build datasets for creator economy research & forecasting
• Content Creators & Coaches: Study successful peers, optimize pricing, audience growth
• Investment & Market Research: Evaluate creator sustainability and platform performance

Usage Limits

This service has different usage limits depending on your subscription status:

User Type	Daily Runs	Max Creators per Run	Historical Data Limit	Reset Period
Free	10 runs	3 per run	30 days	24-hours
Paid	Unlimited	Unlimited	All available	N/A

How Limits Work

• Free users: Limited to 10 runs with up to 3 creatros per run and 30 days of historical available data in a 24-hour period from your first usage
• Paid users: No limits on the number of runs, unlimited creators per run, and access to all available historical data

📍 Output

{
  "creator_id": "theyard",
  "created_at": "2021-08-11T00:00:00",
  "creator_name": "the yard",
  "patreon_url": "https://www.patreon.com/theyard",
  "graphtreon_url": "https://www.graphtreon.com/creator/theyard",
  "total_members": 66165,
  "paid_members": 42148,
  "estimated_monthly_earnings_formatted": null,
  "min_estimate_monthly_earnings": null,
  "max_estimate_monthly_earnings": null,
  "earnings_per_patron": 6.69,
  "earnings_per_month": 282095.0,
  "earnings_currency": "USD",
  "patreon_rank": 7,
  "category": "Podcasts",
  "category_rank": 4,
  "category_rank_daily": [
    {
      "date": "2021-08-11T02:00:00",
      "value": 143
    },
    {
      "date": "2021-08-12T02:00:00",
      "value": 142
    },
    ...
    {
      "date": "2025-09-10T02:00:00",
      "value": 4
    },
    {
      "date": "2025-09-11T02:00:00",
      "value": 4
    }
  ],
  "paid_members_daily": [
    {
      "date": "2021-08-11T02:00:00",
      "value": 2054
    },
    {
      "date": "2021-08-12T02:00:00",
      "value": 2077
    },
    ...
    {
      "date": "2025-09-10T02:00:00",
      "value": 42149
    },
    {
      "date": "2025-09-11T02:00:00",
      "value": 42148
    }
  ],
  "paid_members_monthly": [
    {
      "date": "2021-08-01T02:00:00",
      "value": 5140
    },
    {
      "date": "2021-09-01T02:00:00",
      "value": 7245
    },
    ...
    {
      "date": "2025-07-01T02:00:00",
      "value": 37719
    },
    {
      "date": "2025-08-01T02:00:00",
      "value": 42073
    }
  ],
  "earnings_daily": [
    {
      "date": "2021-08-11T02:00:00",
      "value": 19935.5
    },
    {
      "date": "2021-08-12T02:00:00",
      "value": 20219
    },
    ...
    {
      "date": "2025-07-01T02:00:00",
      "value": 241013
    },
    {
      "date": "2025-08-01T02:00:00",
      "value": 280177
    }
  ],
  "earnings_per_patron_daily": [
    {
      "date": "2021-08-11T02:00:00",
      "value": 9.71
    },
    {
      "date": "2021-08-12T02:00:00",
      "value": 9.73
    },
    ...
    {
      "date": "2025-09-10T02:00:00",
      "value": 6.68
    },
    {
      "date": "2025-09-11T02:00:00",
      "value": 6.69
    }
  ],
  "earnings_per_patron_monthly": [
    {
      "date": "2021-08-01T02:00:00",
      "value": 8.66
    },
    {
      "date": "2021-09-01T02:00:00",
      "value": 8.24
    },
    ...
    {
      "date": "2025-07-01T02:00:00",
      "value": 6.39
    },
    {
      "date": "2025-08-01T02:00:00",
      "value": 6.66
    }
  ],
  "hot_creator_month": "Sep 2021",
  "is_hot_creator": true,
  "profile_image_url": "https://c10.patreonusercontent.com/4/patreon-media/p/campaign/6742942/ac9df56840454ad49fccba1f44c2b1fa/eyJ3Ijo2MjB9/4.jpg?token-hash=ZUONJrai6f8X4CSC8I8i9wkvkgyrgb3px8Ouc1pu0VQ%3D"
}

📌 Input

- creators: (Required) (Array) Enter the Patreon creator's username or Graphtreon / Patreon Creator Page URL to scrape their Graphtreon data. This will be used to search for the creator's page if no direct URLs are provided in the bulk URL section.

- timespan: (Optional) (String) Specify the timespan for which you want to retrieve historical data. Supported formats include "7 days ", "3 months", "6 months", "1 year", "2 years", "5 years" and so on. If not specified, it will retrieve all available historical data. Default is to retrieve all available historical data.

- stream_output: (Optional) (Boolean) Set to true to enable real-time streaming of output data as each creator is processed. Default is true.

Supported Creator Slug & URL Formats

Link	Supported
theyard	✅
https://graphtreon.com/creator/theyard	✅
https://www.patreon.com/theyard	✅
https://www.patreon.com/cw/theyard	✅

|

✏️ JSON Input

Sample JSON input if you use the apify api via CURL, Python, JS etc.

{
    "creators": ["https://graphtreon.com/creator/theyard"],
    "stream_output": true,
    "timespan": "12 months"
}

📎 Detailed Output Information

Creator Profile Data

Includes comprehensive metadata for each Graphtreon creator:

• creator_id Unique Graphtreon creator identifier
• creator_name Display name of the creator
• created_at Date when creator account was created (if available)
• patreon_url Direct link to the creator’s Patreon page
• graphtreon_url Direct link to the creator’s Graphtreon profile
• profile_image_url Creator’s profile picture URL
• description Short creator bio/description (if available)
• category Content category (e.g., Podcasts, Gaming, Art)
• is_hot_creator Boolean flag if Graphtreon lists creator as trending
• hot_creator_month Month the creator became a “Hot Creator”

Performance & Analytics

Provides financial metrics, growth insights, and rankings:

• total_members Total number of members (patrons)
• paid_members Number of paying subscribers
• patreon_rank Overall Patreon platform ranking (via Graphtreon)
• category_rank Ranking within content category
• earnings_per_patron Average monthly earnings per patron
• earnings_per_month Estimated total monthly revenue
• earnings_currency Revenue currency (typically USD)
• min_estimate_monthly_earnings Minimum estimated monthly earnings
• max_estimate_monthly_earnings Maximum estimated monthly earnings

Historical Data & Trends

Rich time-series datasets for long-term analysis:

• category_rank_daily Daily category rank history
• paid_members_daily Daily subscriber count history
• paid_members_monthly Monthly subscriber count history
• earnings_daily Daily estimated earnings history
• earnings_per_patron_daily Daily average revenue per patron
• earnings_per_patron_monthly Monthly average revenue per patron

Export Formats

• Data can be exported in CSV, XLSX, JSON, JSONL, XML, and RSS formats for seamless integration into your data pipeline or analytics workflow.

⚙️ While the scraper is running

During the run, the actor will output log messages letting you know what is going on at any point. Each message always contains specific information about the process including which url / page the actor is working on.

If you provide invalid inputs to the actor, it will immediately stop with a failure state and output log messages explaining what is wrong. If you are unsure what went wrong feel free to open up an issue in the issue tab.

🔗 Legality of web scraping and scraping of job listings

The Graphtreon Scraper is designed to ethically extract only publicly available data, and it does not scrape private user data such as personal email addresses or personal identifiers.

Our scrapers are ethical and do not extract any private user data, such as email addresses, gender, or location. They only extract what the user has chosen to share publicly. We therefore believe that our scrapers, when used for ethical purposes by Apify users, are safe. However, you should be aware that your results could contain personal data. Personal data is protected by the GDPR in the European Union and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, consult your lawyers. You can also read our blog post on the legality of web scraping

💬 Feedback and Support

Your satisfaction is important to us! Therefore we are constantly striving to enhance the performance of our Actors.

If you have any technical feedback or encounter any bugs with the Graphtreon Scraper, please create an issue in the Actor’s Issues tab on the Apify Console.

You can also contact us directly for custom integrations or project use cases at business@radeance.com.