So can you tell us a little bit more about sort of the scope of the survey, the range of the questions that they'll see in the full report and who was involved in building that data set?

Yeah, absolutely.

The survey was sent out to every CDM member en masse, and oftentimes we were reaching out individually to try to drive responses.

We had industry partners who were generous enough to send the survey to their own databases, and the Farnsworth group had their own sample database that we were able to utilize.

We, of course, had certain qualifications, you know, age, things like that.

Some of the big important criteria was that at least 20% of their annual revenue had to come from residential work.

We didn't want commercial data getting in there.

And it's a huge growth opportunity for our industry traditional, right? Is there any like, is there any other nuggets that you want to dive into? with that specific integrator versus non-integrator? What else sort of sticks out there?