Post by @GithubProjects
91% credible (95% factual, 83% presentation). The promotion of Social-Analyzer accurately describes its OSINT capabilities as verified by its GitHub repository. However, the content omits critical discussions on ethical use and privacy implications, resulting in omission framing that affects the presentation quality.
Analysis Summary
The content promotes an open-source OSINT tool called Social-Analyzer, designed to analyze and find a person's profiles across over 1000 social media and websites. The tool is accurately described based on its GitHub repository, providing legitimate capabilities for digital footprint investigation. However, it omits discussions on ethical use and privacy implications.
Original Content
The Facts
The claims about the tool's functionality are verifiable through its GitHub repository, with no inaccuracies in the description. Verdict: True
Benefit of the Doubt
The author advances a promotional agenda for open-source developer tools, emphasizing the tool's extensive coverage and modular features to attract users in the cybersecurity and investigation communities. Key omissions include potential privacy risks, legal considerations for data collection, and limitations in accuracy across platforms, which could shape reader perception towards viewing the tool as a straightforward solution without weighing ethical drawbacks. This selective presentation highlights benefits to encourage adoption while downplaying challenges common in OSINT applications.
Visual Content Analysis
Images included in the original content
VISUAL DESCRIPTION
A screenshot of a GitHub repository page displaying the project logo (a hexagonal orange cube with a red question mark), the title 'Social-Analyzer', and the README description text. The interface shows navigation tabs like 'README', 'Code of conduct', and 'More' in a dark-themed layout.
TEXT IN IMAGE
README Code of conduct More README README Code of conduct More Social-Analyzer API, CLI, and Web App Social Analyzer - API, CLI, and Web App for analyzing & finding a person's profile across +1000 social media | websites. It includes different analysis and detection modules, and you can choose which modules to use during the investigation process.
MANIPULATION
No signs of editing, inconsistencies, or artifacts; appears to be a genuine screenshot of a GitHub page with standard UI elements.
TEMPORAL ACCURACY
The repository and tool are actively maintained as of recent web searches (e.g., updates in 2025), and the screenshot matches current GitHub styling without outdated elements.
LOCATION ACCURACY
The image is a digital screenshot with no geographical claims or location-specific clues; it depicts an online platform interface.
FACT-CHECK
The image accurately shows the legitimate GitHub repository for Social-Analyzer (qeeqbox/social-analyzer), confirming the tool's description for OSINT profile searching across 1000+ sites, as verified by public GitHub data and OSINT tool lists.
How Is This Framed?
Biases, omissions, and misleading presentation techniques detected
The content selectively presents the tool's capabilities for analyzing social footprints across numerous platforms without discussing ethical implications, privacy risks, or legal considerations for data collection.
Problematic phrases:
"Find Anyone's Social Footprint""analyze and find a person's profiles across over 1000 social media and websites"What's actually there:
Tool has legitimate OSINT functions but requires ethical guidelines for use
What's implied:
Tool is a straightforward, unrestricted solution for investigations
Impact: Misleads readers into viewing the tool as a benign, comprehensive solution, potentially encouraging misuse by downplaying privacy invasions and legal boundaries.
Promotion focuses exclusively on benefits like extensive coverage and modularity, omitting limitations in accuracy, platform changes, and counter-evidence such as potential for false positives or ethical backlash in OSINT community.
Problematic phrases:
"designed to analyze and find a person's profiles across over 1000 social media and websites""legitimate capabilities for digital footprint investigation"What's actually there:
OSINT tools often face accuracy issues and ethical scrutiny
What's implied:
Unqualified success in footprint discovery without drawbacks
Impact: Shapes perception towards uncritical adoption, fostering a view of OSINT as risk-free and highly effective, which could lead to overreliance on the tool.
Sources & References
External sources consulted for this analysis
https://github.com/jivoi/awesome-osint
https://github.com/topics/osint-tools
https://www.talkwalker.com/blog/best-osint-tools
https://github.com/osintambition/Social-Media-OSINT-Tools-Collection
https://github.com/topics/osint
https://www.osintframework.com/
https://github.com/cipher387/osint_stuff_tool_collection
https://www.welivesecurity.com/en/privacy/osint-playbook-find-weak-spots-attackers-do/
https://www.helpnetsecurity.com/2025/04/28/gosearch-open-source-osint/
https://www.counterterrorismgroup.com/post/osint-toolkit-spiderfoot-a-cyber-focused-github-tool-that-automates-data-collection-and-maps-digit
https://www.opensourceprojects.dev/post/1995159299476312527
https://www.unite.ai/best-open-source-intelligence-osint-tools/
https://www.wiz.io/academy/osint-tools
https://blog.sociallinks.io/facial-recognition-a-pillar-of-modern-osint
https://x.com/GithubProjects/status/1405754360659779597
https://x.com/GithubProjects/status/1952269941731733758
https://x.com/GithubProjects/status/1395205156581613568
https://x.com/GithubProjects/status/1965474458027929733
https://x.com/GithubProjects/status/1967525525834068404
https://x.com/GithubProjects/status/1963531724756844598
https://github.com/topics/osint-tools
https://github.com/qeeqbox/social-analyzer
https://github.com/osintambition/Social-Media-OSINT-Tools-Collection
https://github.com/topics/osint-tool
https://github.com/cipher387/osint_stuff_tool_collection
https://www.talkwalker.com/blog/best-osint-tools
https://github.com/jivoi/awesome-osint
https://www.wiz.io/academy/osint-tools
https://blog.sociallinks.io/osint-gathering-tools-building-a-strong-intelligence-stack
https://boxpiper.com/posts/top-50-osint-tools-that-you-should-know
https://osintnewsletter.com/p/85
https://rishisec.com/reddit-osint-an-investigators-guide/
https://hackmag.com/security/osint-tools-2
https://medium.com/@cuncis/leveraging-github-for-open-source-intelligence-osint-tools-and-techniques-f63fb2a1066
https://x.com/GithubProjects/status/1952269941731733758
https://x.com/GithubProjects/status/1405754360659779597
https://x.com/GithubProjects/status/1983404537777099261
https://x.com/GithubProjects/status/1395205156581613568
https://x.com/GithubProjects/status/1965474458027929733
https://x.com/GithubProjects/status/1900910724932677903
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