Market InsightsJudd Walks #526 min readJune 24, 2026

Competition Makes Everybody Better

Judd Hoffman
Judd Hoffman

CEO, Ethica AI

Competition makes everybody better, and that is extremely true for those of us building in real estate with AI. With every launch, with every new model, with every new product, it raises the bar. And that's a great thing, because the goal is not to be the only one building. The goal is to build something that actually matters.

I want to sit on this for a minute, because the instinct most founders have about competition is the wrong one.

The instinct is to fear it. Somebody else launches something, and the first feeling is a tightness in your chest. They got there first. They raised more. They have a bigger team. The natural reaction is to see every competitor as a threat to be worried about. I've felt it. Anyone who tells you they haven't is not being honest.

But the longer I do this, the more I think that reaction is exactly backwards. Competition isn't the thing working against you. It's the thing keeping you sharp. The competitor who launched something this week did you a favor, because they just told you the bar moved, and now you have no choice but to clear it.

Look at what's happening in AI right now if you want proof. The pace of the whole field is staggering. There are stretches where several major labs ship new frontier models inside the same short window, each one leapfrogging the last. A model that tops the benchmarks one week is middle of the pack a few weeks later. Nobody in that race gets to rest, because resting means falling behind by the next release cycle.

Now you could look at that and feel exhausted. Or you could see it for what it actually is. That pace exists because of competition, and it is dragging the entire field forward faster than any single company could move on its own. Every one of those labs is better because the others exist. Not in spite of them. Because of them.

That's the part I want every founder and every agent to understand. The competition is not slowing the field down. It's the engine. Take it away and everything gets slower, lazier, worse. A company with no competition is a company allowed to coast, and a company allowed to coast stops improving the day it's allowed to.

So here's what competition actually does for me, in practical terms.

Competition forces clarity. When somebody else is in the race, you can't be vague about what you're building or why. The fuzzy thinking gets exposed fast. You have to know exactly what problem you solve and exactly who you solve it for, because the market is now comparing you to someone else and the difference has to be legible. Competition burns the fog off your own strategy.

Competition forces speed. The thing you were going to get to next quarter, you get to now, because waiting is no longer free. There's a healthy kind of urgency that only exists when you know you're not the only one moving. It's the difference between a workout alone and a workout next to someone faster than you. You find another gear you didn't know you had.

And competition forces better execution. This is the big one. It forces me and my team to be sharper about every detail, because good enough stops being good enough the moment someone else raises the standard. The quality bar in any category is set by the best player in it, and competition is what keeps pushing that bar up. Without it, the bar just sits there, and so do you.

This is the same idea I keep circling back to in this whole conversation about AI. A few days ago I wrote that the winners won't be the companies that say they use AI, they'll be the ones who use it to solve a real problem. Competition is what enforces that. It's the mechanism that separates the companies doing real work from the companies doing theater, because theater can't survive being compared to something real for very long.

So when I say the winners will not be the loudest, this is what I mean. Loud is easy. Loud is a press release and a launch video and a lot of noise about being first. Loud gets attention for a week. But loud is not the same as good, and the market eventually figures out the difference. The companies that win the next decade in AI will not be the ones who shouted the most. They'll be the ones who kept improving, release after release, quietly getting better because the competition gave them no other choice. The market is a treadmill that never stops, and the winners are the ones who stopped resenting that and started using it.

I think about this constantly as I build, because it would be easy to look at how crowded the AI space is getting and feel like the door is closing. It's the opposite. The crowd is the proof that the problem is real and the moment is now. The crowd is what's going to force my team and me to build something genuinely better than we would have built in an empty room. I don't want the empty room. The empty room is where companies go soft.

So I'll say the thing most founders are too guarded to say out loud. I'm grateful for the competition. Every lab pushing the frontier, every startup chasing the same problem, every new product that raises the bar on what agents should expect. They're all making me better. They're making my team better. And the agents we all serve are the ones who win, because the only way any of us gets their business is by actually being good, over and over, with no option to coast.

Competition makes everybody better. Including me. Especially me.

*Judd Hoffman is CEO and Co-Founder of Ethica AI, building AI-powered tools for real estate transaction workflows.*

Quick Takes

Why is competition good for companies building AI?

Competition forces clarity, speed, and better execution. Every new launch and every new model raises the bar, which means no company is allowed to coast. The pace of the field exists because of competition, and it pulls the entire industry forward faster than any single company could move alone.

Why won't the loudest companies win in AI?

Loud marketing gets attention for a short time, but it is not the same as building something good. The market eventually distinguishes between companies doing real work and companies doing theater. The companies that win are the ones who keep improving release after release because competition gives them no option to coast.

What does competition force a company to do?

Competition forces three things. It forces clarity, because a company must know exactly what problem it solves and for whom when the market is comparing it to others. It forces speed, because waiting is no longer free when others are moving. And it forces better execution, because good enough stops being good enough the moment a competitor raises the standard.

How should founders think about competitors?

Rather than seeing competitors only as threats, founders can recognize that competition keeps them sharp and prevents complacency. A market with no competition allows a company to coast, and a company allowed to coast stops improving. The presence of strong competitors is often proof that the problem is real and the timing is right.

How fast is AI advancing in 2026?

AI is advancing at an unusually fast pace, with multiple major labs frequently releasing new frontier models within short windows of each other. The competitive dynamic means a model that leads on benchmarks can be surpassed within weeks. This rapid cadence is driven by competition among labs, which pushes the entire field forward faster than any single company would move alone.

Who is Judd Hoffman?

Judd Hoffman is CEO and Co-Founder of Ethica AI, a company building AI-powered voice tools for real estate transaction workflows, backed by the California Association of REALTORS. He has nearly three decades of operating experience, including more than 15 years across real estate title, transactions, and technology.

What is Ethica AI?

Ethica AI is a real estate technology company building VoicePilot, an AI-powered tool that allows real estate agents to complete transaction forms by speaking naturally instead of filling out PDFs manually. VoicePilot is backed by the California Association of REALTORS as a free member benefit for more than 190,000 members.

Full Transcript

Competition makes everybody better, and that is extremely true for those of us building in real estate with AI. With every launch, with every new model, with every new product, it raises the bar. And that's a great thing because the goal is not to be the only one building. The goal is to build something that actually matters. Competition for me forces clarity. It forces speed. It forces me and my team to have better execution in AI. The winners will not be the loudest. They'll be the ones who keep improving because the market gives them no other choice.

Judd Hoffman

Judd Walks

A video series from Ethica AI CEO Judd Hoffman. New episodes drop on LinkedIn.