Most market research is done by analysts who spend 40 hours on a category, then move to the next one.
This database is different.
I’ve spent 3 years (2022-2025) obsessively tracking every wildfire company, every founder, every funding round, every customer win.
This isn’t a research project. It’s a compulsion.
I don’t just collect data. I map patterns that aren’t obvious to most. By obsessing over wildfire tech exclusively—a small niche—I’ve come to see it as a living system: companies, people, capital, customers all moving in patterns.
I can see 700 companies laid out and tell you how they’re connected, what circular economy risks they’re under, and how incidents move valuations.
This is what happens when obsessive pattern recognition meets years of hyperfocus.
No mass-market research firm can compete with this. They have analysts who rotate sectors every quarter.
I have one sector. 1,000+ hours. Zero rotation.
While CB Insights covers 50 sectors, I’ve spent 1,000+ hours on wildfire alone.
You’re not buying a database. You’re buying my pattern recognition.
VCs tell me: “I Googled for this and found nothing.”
That’s because no one else is obsessive enough to do this work.