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Human-Led, Actionable, Intelligence
Slooth Like an Expert
Explore our blog for expert analysis, industry trends, and best practices in open-source intelligence and social media investigations. Our team shares their tips, tricks, and perspectives on uncovering critical digital evidence, staying ahead of emerging threats, and leveraging social media investigations for legal and corporate cases.


The Analyst’s Edge: Strengthening Jury Research with Intelligence Techniques
When people think about jury research, they often imagine demographic profiling, pre-trial surveys, or social media scans. But there’s an often-overlooked discipline that offers powerful tools and insights: intelligence analysis. At Social Slooth, where we merge open-source intelligence (OSINT) techniques with legal strategy, we’ve found that applying intelligence frameworks to jury research leads to sharper insights, more reliable profiles, and ultimately smarter trial str

Colin Piazza
Aug 5, 20252 min read


Top 5 Indicators of Useful Social Media Data: How to Separate Signal from Noise in Digital Investigations
In an age where nearly everyone leaves a trail of digital breadcrumbs, social media has become a powerful source of insight—if you know what to look for. As an investigative researcher, I’ve spent countless hours combing through posts, likes, shares, check-ins, reviews, and hashtags. One thing I’ve learned: not all data is created equal. Here are the top five indicators that social media content is actually useful —the kind of content that can inform meaningful decisions in

Colin Piazza
Jun 10, 20253 min read


The Digital Persona: A Window into Juror Psychology
Jury selection has come a long way from just asking a few standard questions in court. These days, people’s online lives—what they post, like, and share—can tell us a lot about their beliefs, biases, and decision-making habits. By using Open-Source Intelligence (OSINT), attorneys and jury consultants can get a clearer picture of who’s sitting in the jury box. But what can someone’s digital footprint really reveal? Getting to Know a Juror Through Their Online Life People te

Colin Piazza
May 6, 20253 min read


What Does a Social Media Investigation Cover?
In today's digital age, social media has become a vital part of both personal and professional life. It's a space where individuals share their thoughts and experiences, and engage with others. However, social media platforms also serve as a critical tool for businesses, law enforcement agencies, and investigators who rely on these platforms to gather information. Social media investigations play an essential role in uncovering details that might otherwise remain hidden. But

Colin Piazza
Mar 13, 20255 min read


Social Media Trends 2025: What They Mean for Jury Research & Investigations
Social media is evolving faster than ever, and as someone who specializes in jury research and OSINT investigations, these shifts aren’t just trends—they’re critical to how I analyze online behavior. Understanding the latest digital movements helps me uncover patterns in juror sentiment, assess credibility, and track emerging narratives that may influence legal cases. A recent article from Sprout Social highlights key social media trends shaping 2025, many of which have dir

Colin Piazza
Mar 6, 20252 min read


The Role of Logical Analysis in Social Media Research
In today's digital age, social media research is essential for legal professionals, private investigators, and jury consultants. Social media platforms provide an extensive repository of personal opinions, behavioral patterns, and interactions that can offer valuable insights in investigative and legal contexts. However, the vast and often unstructured nature of social media data necessitates a logical, systematic approach to ensure accuracy, reliability, and relevancy. The a

Colin Piazza
Feb 11, 20253 min read


Social Media's Role in Hyperlitigation: A New Frontier in Legal Investigations
The Digital Revolution in Legal Intelligence In today's interconnected world, every lawsuit tells two stories: one in the courtroom and another online. Social media investigations have become essential in addressing hyperlitigation —the phenomenon of serial lawsuit filing that increasingly burdens our legal system. Understanding the Psychology Through Digital Behavior Research from the Journal of the American Academy of Psychiatry and the Law reveals distinct patterns amon

Colin Piazza
Feb 4, 20252 min read
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