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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


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


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


Group Dynamics in Jury Deliberations: The Power of Social Influence and Strategies for Effective Persuasion
Jury deliberations are not simply an exchange of facts; they are a psychological battlefield where social influence, conformity, and "groupthink" shape verdicts. Understanding these dynamics is crucial for attorneys and trial consultants aiming to anticipate and influence jury decision-making. By identifying dominant personalities, understanding jurors’ predispositions, and equipping key influencers with persuasive arguments, legal teams can proactively navigate the deliberat

Colin Piazza
Mar 4, 20252 min read


The Role of OSINT in Jury Selection: Leveraging Digital Footprints
In today's digital age, jurors leave behind extensive online footprints that can provide valuable insights into their biases, affiliations, and potential influences. Open-Source Intelligence (OSINT) has become an essential tool in jury research, helping legal teams make more informed decisions during voir dire and trial preparation. This article explores how OSINT is transforming the jury selection process, key techniques for gathering intelligence, and ethical considerations

Colin Piazza
Feb 21, 20252 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
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