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Introduction:
Open Source Intelligence (OSINT) is the practice of collecting and analyzing information from publicly available sources to support cybersecurity, threat intelligence, and digital investigations. Social Media Intelligence (SOCMINT) is a sub-discipline focused specifically on harvesting insights from platforms like Patreon, where aggregated earnings estimates, growth data, and creator analytics—such as those featured on Graphtreon.com—can reveal sensitive business metrics without ever touching a private database.
Learning Objectives:
- Understand how OSINT techniques can be applied to public Patreon data through platforms like Graphtreon to gather intelligence on creators and their revenue streams.
- Learn to use command-line OSINT tools (OSINT-V2, sn0int, socid‑extractor) for automated reconnaissance, username enumeration, and metadata extraction.
- Identify the core risks of metadata aggregation and implement ethical, privacy‑hardened investigation practices.
You Should Know:
1. Patreon’s Public Data Is an OSINT Goldmine
At first glance, Patreon appears to be a private membership platform. However, a massive amount of metadata is intentionally made public—creator profiles, total patron counts, free member counts, and even estimated monthly earnings. Graphtreon.com scrapes and aggregates these public metrics, presenting them in searchable, rankable lists that update daily. As of the last update, the platform lists 17.55 million paid memberships across 328,947 creators, with estimated monthly payouts exceeding $25.4 million. The top creators by paid member count are displayed on the front page, along with trending “hot” creators.
What This Means for Cybersecurity:
An adversary can use Graphtreon to quickly identify which Patreon accounts generate the highest revenue, then cross‑reference those names against data breaches, paste dumps, or social media profiles. The aggregated stats also serve as a powerful “census” of the Patreon ecosystem, allowing bad actors to map out high‑value targets for spearphishing, extortion, or account takeovers.
How to Use It Responsibly (Ethical OSINT Practice):
- Navigate to `https://graphtreon.com/` and browse the default “Top Patreon Creators” list.
2. Use the sorting filters to view by “By Earnings,” “By Growth,” or “By Free Members.”
3. Click any creator name to view their dedicated Graphtreon page, which breaks down paid member counts, estimated earnings, and historical trends.
4. To automate collection, leverage the Graphtreon Scraper API (JavaScript/Python) via Apify. Example code snippet:import { ApifyClient } from 'apify-client'; const client = new ApifyClient({ token: '<YOUR_API_TOKEN>' }); const input = { creators: ["https://graphtreon.com/creator/theyard"] }; const run = await client.actor("radeance/graphtreon-scraper").call(input); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => console.dir(item));This script extracts earnings estimates, patron counts, and growth data, exporting them as JSON or CSV for further analysis.
2. Build a Terminal‑Based OSINT Toolkit for Patreon and Beyond
While Graphtreon provides a high‑level view, serious investigators use command‑line OSINT frameworks to automate discovery across hundreds of platforms. OSINT‑V2 is a Python toolkit featuring username enumeration across 100+ sites, Google dork automation, DNS lookups, and port scanning. sn0int is a semi‑automatic framework included in Kali Linux that maps attack surfaces by processing public information and storing it in a unified database.
Step‑by‑Step Guide to Deploy OSINT‑V2:
1. Clone the repository:
`git clone https://github.com/DotX_47/OSINT_V2.git`
2. Install dependencies:
`pip install -r requirements.txt`
3. Launch the toolkit:
`python OSINT_V2.py`
- From the animated ASCII menu, select “Username Enumeration” and enter a target username. The tool will check availability across 100+ platforms, including social networks and dark‑web mirrors.
- Use the “Google Dork Search” module to uncover exposed files or misconfigured servers related to the target. For example, a dork like `site:patreon.com “estimated earnings”` can reveal pages where creators inadvertently expose their revenue data.
- Cross‑reference results with socid‑extractor, a Python library that extracts account info from profile pages and API responses. Use it as a command‑line tool:
`socid_extractor –url https://patreon.com/example`
Windows Alternative:
For Windows environments, ProjectX provides a CMD‑based multitool with network scanning, OSINT gathering, and system utilities, all written in pure Batch.
3. Privacy Risks: Patreon’s Historical Data Breaches
The conversation around Patreon OSINT is not merely theoretical. In 2023, hackers published nearly 15 gigabytes of Patreon password data, donation records, and source code. Security researcher Troy Hunt confirmed the data “almost certainly” came from Patreon servers. Additionally, a 2015–2016 hack exposed private messages, email addresses, hashed passwords, and creator dashboards—data that still circulates in underground forums. As one researcher noted, “Users of Patreon initially had an expectation of privacy, but that privacy no longer exists”.
Key Takeaway: Even if you follow ethical OSINT practices, you may encounter hacked datasets. Using such data is legally and ethically problematic; however, defenders must be aware that adversaries have access to it. Organizations should assume that any email address or username associated with a high‑earnings Patreon account is already part of breach corpus.
- Automate OSINT with Apify Actors (Python & JavaScript)
Apify provides pre‑built “Actors” for scraping Graphtreon and Patreon directly. These actors abstract away the complexities of session management, IP rotation, and parsing. For Python users, the Patreon Scraper Actor extracts creator info, membership tiers, rewards, post statistics, and social media links. The official Apify API client for Python includes automatic retries on errors and convenience functions. Similarly, the Graphtreon Scraper API (JavaScript) returns structured JSON data for research, analytics, or AI automation.
Sample Python Implementation:
from apify_client import ApifyClient
client = ApifyClient(token='<YOUR_API_TOKEN>')
actor_call = client.actor('radeance/graphtreon-scraper').call(input={
"creators": ["https://graphtreon.com/creator/theyard"]
})
dataset_items = client.dataset(actor_call['defaultDatasetId']).list_items().items
for item in dataset_items:
print(f"Creator: {item['name']}, Earnings: {item['estimatedEarnings']}")
5. Ethical Boundaries and Privacy Hardening
Ethical OSINT requires restraint and verification. Metadata analysis sits at the intersection of public data and privacy; analysts avoid drawing conclusions from isolated signals and instead focus on patterns supported by multiple independent data points. When conducting investigations, adhere to these rules:
– Do not attempt to access private Patreon posts or patron‑only content.
– Respect Patreon’s `robots.txt` and terms of service; use official APIs when available.
– Anonymize your own investigations by using VPNs, proxies, or dedicated OSINT virtual machines (e.g., Trace Labs OSINT VM).
– For safe digital investigations, consider taking a formal course such as SEC497: Practical Open‑Source Intelligence (SANS), which focuses on real‑world tools and hands‑on labs based on actual scenarios.
6. Defensive Mitigations for Creators
If you are a Patreon creator concerned about OSINT exposure:
– Hide your earnings and patron counts in Patreon’s settings. Navigate to “Settings → Profile → Privacy” and toggle off “Show your earnings and patron count to the public.”
– Use a distinct email address for Patreon that is not linked to other public accounts.
– Regularly search for your creator name on Graphtreon and Google to see what information is visible.
– Monitor breach databases (e.g., Have I Been Pwned) for your Patreon-associated email address. Given the platform’s breach history, enabling two‑factor authentication (2FA) is mandatory.
7. Training & Certification Pathways
Professionals looking to master OSINT for cybersecurity roles have several options:
– CISA‑recognized OSINT Certification Program: Covers fundamentals, SOCMINT, legal/ethical considerations, and real‑world scenario application.
– TCM Security’s OSINT Fundamentals: Prepares students for the Practical OSINT Research Professional (PORP) exam, validating skills in identifying relevant information, analyzing data, and drawing insights from multiple sources.
– Advanced OSINT and Cyber Tracing Techniques (5‑day course): Includes dark web exploration, metadata analysis, digital forensics support, and cryptocurrency tracing. Delivered via virtual classroom.
– Social Media Intelligence Collection & Analysis (SMICA): Focuses on ethical considerations, legal frameworks, and actionable SOCMINT extraction for law enforcement and corporate security.
What Undercode Say:
- Publicly available metadata is often more revealing than intended; platforms like Graphtreon demonstrate how aggregated public data transforms privacy expectations.
- The combination of OSINT frameworks (OSINT-V2, sn0int, socid‑extractor) and automated scrapers (Apify) provides defenders with the same capabilities as adversaries, leveling the playing field.
The line between OSINT and intrusion is thin. While Patreon’s Insights dashboards give creators internal analytics, the external availability of earnings estimates and patron counts on Graphtreon.com means that any motivated party can build a detailed financial profile of a target. The 2023 data breach further complicates matters, as leaked credentials remain active in underground markets. For defenders, the lesson is clear: assume that all public and semi‑public metadata is already in the hands of attackers. Use OSINT defensively—monitor your own exposure, automate breach detection, and train your teams on ethical harvesting of open sources. The same tools that power reconnaissance for penetration testers and threat hunters can also be turned against your organization if you ignore your digital footprint.
Prediction:
As creator economies continue to grow, so will the number of OSINT platforms aggregating earnings, membership stats, and growth trajectories. Expect to see real‑time dashboards that correlate Patreon data with YouTube, Twitch, and Substack analytics, enabling full‑spectrum financial profiling of content creators. Privacy controls will become a major differentiator for platforms, and we will likely see the emergence of “OSINT‑proofing” services that automatically scrub or obfuscate public metadata. For cybersecurity professionals, Patreon‑focused OSINT will become a standard module in investigative training, alongside traditional social media intelligence.
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IT/Security Reporter URL:
Reported By: Mariosantella Osint – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅
