Skip to main content

All Public, No Sense

Legal information is astonishingly public — and almost impossible to get a consistent answer out of. There are two reasons, and they turn out to be the same reason.

By Jonathan Greenberg

The Paradox

Almost everything about your legal situation is, in principle, public. Court records. Dockets. Published opinions. Bar directories. Decades of it, sitting in the open.

And yet, when a real person with a real problem goes looking for a straight answer, they get nothing that helps them get the right legal help faster. A wall of ads. Ten articles that don’t quite fit. A chatbot that sounds confident and says something different every time you ask. All that public data, and still no clear read on your own situation, buried in an AI-generated stream of responses.

That gap deserves a hard look. It isn’t an accident, and it isn’t going to close on its own.

Why It’s Genuinely Hard

Getting a consistent answer out of public legal data is hard— AI has already stumbled over it many times, tripping up lawyers who tried to use it without appreciating the challenge it represents.

Setting the hallucination problem aside for a moment, public still isn’t the same as usable. The data lives in hundreds of incompatible sources that were never designed to work together. The same kind of case is filed under different labels in different places. Names are spelled six ways. Formats change from one county to the next. What looks like one clean public record is really a thousand inconsistent ones, and the meaning is buried in all the disparate content.

Then add the tool most people now reach for. Ask a general-purpose AI a complex question and you’re dealing with something probabilistic by design — brilliant at sounding right, and perfectly capable of giving you a different answer to the same question twice in a row. Point that at messy, fragmented public data and “confident but inconsistent” is the default outcome, not the exception.

None of that is a secret. It’s just genuinely difficult, and doing it well— consistently, reliably, in a way a person facing an urgent legal matter can lean on — is expensive and unglamorous. Which is exactly why most of the industry decided not to try.

The Tell Is the Same as the Noise

Here’s the part that connects everything. The reason you get noise instead of a real answer is the same reason you get tracked instead of served.

Because the hard version doesn’t scale cheaply, most “free” legal help quietly switched jobs. It stopped trying to answer your question and started monetizing the fact that you asked it. Your search becomes a lead. Your problem becomes a data point. You get handed to whoever paid for the keyword, retargeted across the web, and sold as an audience — all while you thought you were getting help.

That’s the tell. Follow the money and the noise explains itself. When a service is paid to route you rather than to inform you, everything downstream — the ads, the tracking, the confident non-answers — is just that business model doing its job. The surveillance and the shallowness aren’t two problems. They’re the same problem wearing two faces.

A Better Way

The alternative isn’t a cleverer ad or a friendlier chatbot. It’s a different choice about what you’re building and who it’s for.

Do the hard part — actually turn messy public information into a consistent, grounded read on someone’s situation — and you no longer need the shortcut. You don’t have to sell the question, because you’re finally answering it. That’s what makes the other choice possible: insight without the surveillance.

So: No turning your private legal moment into a lead for sale. No pay-to-play noise dressed up as a recommendation. Just a quiet place to think through where you stand, built to give you the same honest read today and tomorrow — because consistency and privacy aren’t features you bolt on at the end. They’re constraints you accept at the start, and everything follows from this foundation.

We don’t need to walk through how it works under the hood. The point isn’t the machinery. The point is the stance.

The Person on the Other End

Picture who’s actually asking. Usually someone with an urgent need, working through something they’d rather not broadcast — a dispute, a filing, a decision that matters. The last thing that person needs is to be monitored, categorized, and sold while they’re just trying to understand their problem and how to get help.

That’s the better way. And it’s one worth building — and we’re going to keep refining it to bring more sense to private legal research on the richness of public legal information, without the noise and marketing drowning it out.

Try it for free: ccmyattorney.ai

#LegalResearch#Privacy#LegalAI#PublicRecords#AccessToJustice

© CCMY LLC 2026 · All Rights Reserved · U.S. Patent Pending