File? Settle? Go to trial?
Every one of those decisions gets easier when you know how real people will react to your facts. And today, you have more ways than ever to find out.
AI juror surveys promise answers in days for a few thousand dollars. Big-data studies promise hundreds of jurors and a stack of statistics. I get asked about both all the time. Usually the question is some version of: “Do I still need a focus group?”
Here’s my honest answer. Each tool answers different questions and uses different methodology. The better way is to understand what to expect from each tool, identify your problem and then pick a solution.
Three Tools, Side by Side
| Virtual Focus Groups | AI Digital Juror Surveys | Big-Data Online Surveys | |
|---|---|---|---|
| Who the "jurors" are | Real people | AI-generated personas | Real people answering online |
| How many | 8–12 per panel | 500 | 300–1,000+ |
| Venue | Recruited from chosen venue | Created with venue demographics | Recruited from chosen venue |
| Help preparing your case presentation | Yes | No | Yes |
| Live discussion | Yes | No | No |
| See individual participant responses | Yes | No | No. Reported as statistics |
| Cost | Starts at $3,850 | About $3,000 | Often $25,000+ |
| Best for | Themes, emotional hot buttons, and the language jurors use to describe your case | Spotting weak evidence and logical gaps | Damages modeling, testing which facts move the verdict, and data-driven voir dire |
What the Other Tools Do Well (and What They Can’t Do)
AI juror surveys are logical. That’s their strength. They run on what psychologists call System 2 thinking: slow, deliberate, analytical and risk-averse. They’re fast, inexpensive, and good at spotting weak evidence and gaps in your reasoning. I recommend AI juror surveys for these exact reasons.
But jurors don’t decide cases on logic alone. They decide with System 1, which is fast, emotional, and gut-level. AI personas don’t feel anything, and they don’t react to photos and video the way people do. They answer only the questions you write, based only on the case summary you submit. So if your summary is lopsided, the results will be too.
I ran my own head-to-head test on a recent trial, using both virtual focus groups and AI juror surveys. The three AI surveys did their job on evidence. They flagged the weak spots, including one the real jury later raised. But their damages predictions were far too conservative, significantly below the verdict. The virtual focus groups came much closer to how the real jury reacted, and to what it awarded.
Big-data studies are rigorous. If you need damages modeling, verdict ranges, or a data-driven voir dire profile, they’re excellent. When lawyers tell me they want case evaluation, I point them to big-data.
They’re also a significant investment, often $25,000 or more. And the results come back as statistics. You learn what jurors decided. But you don’t get the interaction of a live group of people listening to each other discuss the case.
You Don’t Just Watch. You Get a Partner.
Watching a live focus group is powerful. You see who leans in, who pushes back, and the exact moment a juror’s face changes. You hear every participant’s individual answers. See the change in the room based on one piece of evidence.
But watching is only half the value. The other half is knowing what to do with what you saw.
That’s where I come in. I work like a member of your team, not a vendor:
- Before the session, we work one-on-one to decide what to test, how to present it, and what to ask. I review your case materials and get clarity about your issues. Together we have a plan to get the best feedback for your issues and concerns.
- During the session, I moderate, follow up in the moment, and push past the polite first answer to the real one. I steer the discussion and avoid feedback that doesn’t assist you (e.g. digging into evidence that is blocked by rules of evidence or case law).
- After the session, I help you turn what jurors said into strategy: the themes to lead with, the emotional hot buttons to build into your story, and the facts to fix before the other side finds them. What are the next steps for the case and how to maximize the focus group feedback.
I’m a former plaintiff trial lawyer turned trial consultant. I’ve assisted in hundreds of million+ dollar verdicts and settlements. The backbone of my ability to consult rests on my experience in the courtroom and in the 1,000+ focus groups and mock juries. I know what a juror comment means for your case, and what it doesn’t.
You don’t get a report and a goodbye. You get someone in your corner.
Not Every Case Needs Plaintiff v. Defense
Most jury research runs one way: the plaintiff presents, the defense presents, the jurors vote. That format has its place. But it isn’t the only way to learn about your case, and often it isn’t the best one.
Sometimes you don’t need a verdict. You need an answer to one question. So I design each focus group around the questions you actually have. Depending on your case, that might be:
- A neutral story, told without either side’s spin, to see where jurors land on their own
- One issue at a time, like liability, causation, or damages, so the answers aren’t muddied
- Deposition clips, to test how jurors react to your client, the defendant, or an expert
- Practice voir dire, to learn to navigate answers and craft better questions before trial
- The defense’s best argument, so you hear it from jurors before you hear it in court
- Your opening, to find out what sticks and what falls flat
You can present the case yourself, or watch anonymously while I present it. Different question. Different design. Better answers.
Useful at Every Stage of Your Case
The best time to run a focus group is when you’ve spent the least money on the case.
- At intake: Find out whether the case is worth taking on, and which facts will help or hurt you, before you invest heavily.
- Before filing litigation: Understand the potential claims, case weaknesses, and early framing.
- Before depositions: Learn which facts and questions matter most to jurors, so you know what to pin down under oath.
- After depositions: Show jurors real deposition clips to learn which witnesses they believe, which they don’t, and why. That includes your client, the defendant, and the experts.
- Before mediation: Walk in with themes jurors responded to and the emotional hot buttons that move them already built into your presentation. It shows the other side your case is ready for trial, and that’s how you push for maximum value.
- Before trial: Test your themes, your witnesses, and your opening, and learn which jurors to watch for in voir dire.
The Bottom Line
Use the tools to measure your case. Use a live focus group to understand it, and to find the story that wins it.
If you have a case where you need to know how real people will see it, let’s talk early. The sooner we start, the more options you have.
Ready to schedule? Email [email protected] or book a free consultation call.
