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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.


Reading Between the Tweets: How Social Media Reflects Juror Behavior
A deep dive into juror research methodologies and the Social Slooth approach When it comes to understanding jurors, questionnaires and voir dire only tell part of the story. The rest often hides in plain sight on platforms like X (formerly Twitter), Instagram, Facebook, LinkedIn, TikTok, and others. At Social Slooth, we specialize in reading between the lines—or more accurately, between the tweets. Our approach is grounded in a simple premise. What people post, engage with

Colin Piazza
Mar 43 min read


What Social Media Says - Even When You’re Not Supposed to Be Talking
As investigative reporters, we’re trained to observe the details others miss. As social media investigators, we know that silence doesn't always mean inactivity, especially when it comes to jurors. At Social Slooth , we offer ongoing monitoring of empaneled jurors, litigants, witnesses, and other critical figures during a case. Why? Because courtroom rules don’t always translate into digital compliance. In a recent monitoring assignment, we were asked to keep an eye on

Colin Piazza
Mar 42 min read


LinkedIn as a Legal Intelligence Tool: Beyond Networking
LinkedIn is often viewed as a digital resume board or a recruitment tool, but for legal professionals, its real power lies in intelligence gathering. Whether you're involved in litigation, compliance, due diligence, or investigations, LinkedIn offers a unique and often underutilized window into the professional world of individuals and organizations. Here’s how legal teams are using LinkedIn beyond basic networking: Mapping Professional Relationships. LinkedIn reveals who

Colin Piazza
Mar 42 min read


Emotional Appeals in Jury Persuasion
The Emotional Side of Persuasion In every courtroom, facts and law form the backbone of a case. But to win hearts and minds, trial lawyers must also tap into emotions. Jurors don’t make decisions like robots. They react emotionally to stories of suffering, betrayal, and injustice, shaping how they interpret the evidence. Today’s jurors are more media-savvy than ever. They are used to emotional content: from viral videos to crowdfunding. This modern media landscape makes em

Colin Piazza
May 19, 20253 min read


The Evolution of Digital Evidence: How Courts' Acceptance of Social Media Has Changed Legal Strategy
When social media first entered courtrooms in the early 2000s, judges approached digital evidence with extreme caution. Today, that same evidence often serves as the cornerstone of a successful legal strategy. This transformation didn't happen overnight—it evolved through landmark cases that progressively defined how digital footprints would be interpreted within our legal system. The Digital Evidence Timeline: Landmark Cases Authentication Challenges: Griffin v. Maryland

Colin Piazza
May 8, 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


Misinformation and Disinformation: How They Impact Legal Cases and Jury Pools
In today’s digital world, information spreads faster than ever—but so does misinformation and disinformation. While both terms refer to false or misleading content, they have different intentions: misinformation is incorrect information shared unintentionally, without any malicious intent, while disinformation is deliberately spread to deceive. Both can have serious consequences in the legal system, particularly when they influence jury pools and public perception of high-pro

Colin Piazza
Apr 3, 20253 min read


Jury Selection in the Digital Age: The Mangione Case and the Risk of Jury Nullification
I recently came across an article discussing the jury selection challenges in the high-profile Luigi Mangione case, and it highlights a critical issue in trial strategy—the risk of jury nullification in cases where public opinion plays a significant role. The Challenge of Jury Nullification in High-Profile Cases Jury nullification occurs when jurors choose to acquit a defendant despite believing they are guilty, often due to personal beliefs about the law, the case, or the

Colin Piazza
Feb 19, 20252 min read


Lessons from High-Profile Trials: How Jury Research Shaped the Verdict
In high-profile trials, winning isn’t just about evidence—it’s about perception. Every case plays out in front of a jury with their own biases, beliefs, and emotional triggers. That’s why top legal teams invest heavily in jury research, using data-driven insights to shape strategies that resonate with the jurors who ultimately determine the outcome. From jury selection to closing arguments, the psychology of decision-making can be just as influential as the facts themselves.

Colin Piazza
Feb 11, 20252 min read


The Psychology of Verdicts: Cialdini’s 7 Principles Every Lawyer Must Know
Winning a case isn’t just about presenting facts—it’s about persuading the jury. Research shows that jurors rely on both logic and psychological triggers when making decisions. In fact, legal scholars Hastie and Pennington found that jurors construct mental narratives—known as the Story Model —to make sense of evidence, often filling in gaps based on emotions, biases, and cognitive shortcuts. "That’s where Dr. Robert Cialdini’s seven principles of persuasion come in. These r

Colin Piazza
Feb 10, 20253 min read
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