 So question here is, does automating social media posts bad, is it, you know, is automating bad for the algorithm? Nobody knows for sure, but we as some experts are somewhat leaning there. So what I'm saying here is that why, why might it be bad? Algorithms care about human interaction, right? When people automate social media, they tend to be disconnected as disconnected from real-time feeling of what they really want to say, you know, authenticity, in other words, the audience can sense that they engage less, therefore the algorithm doesn't like it as much. Now, does the algo also somehow punish third-party posting, you know, third-party service posting, like Hootsuite, you know, et cetera, right? Does it always, does it do that? Nobody knows, nobody knows because the algorithm is secret. So we don't know, but I have noticed, you know, I have noticed downgraded engagement with automated posts from third-party sources, but it's, like I said, it's likely because people get lazy and they automate too much. You see what I mean? Like if, if, if I'm just, what I mean by this is like, I'm like, wow, I got a service that can automate my social media. So why don't I just automate? This is a popular post, I'm just gonna automate, I'm just gonna have a repost automatically every three months. Why not, right? It was, it did well in three months, it's plenty of time in between, just gonna automate it. So you see human beings get lazy, which is so easy for us to think that way. But then once you start thinking in the automation way in terms of content creation, there's a disconnect between what a human being would actually say, well, this is what I wanna post today. Or not even today, I'm not saying you have to literally be typing and clicking post at the moment you wanted to go out. There's nothing wrong with using, there's nothing wrong with using scheduling tools. I'm not saying that, what I'm saying is, is it connected to what do you actually feel in resonance with your audience today or this week? I usually schedule my posts. I use, I just use the Facebook, Instagram scheduler, you know, the official creator studio scheduling tool. I don't use Suitsuite or anything else. I schedule stuff, but it's what I actually want to post this week. Rather than, oh, it just, you know, meet Edgar or post recur or other services just automatically put something on there. And I think your human audience can sense that it's not really you there for some reason. And so the algorithm tends to punish that because the audience punishes, when I say punish, I don't mean they are punishing you. I mean that they just sense something that is not quite authentic, they just scroll by and that scrolling by action damages your algorithm, right? Because when they scroll by and don't engage, they damage your algorithm. And so over time, I think the algos have noticed this and tends to, yeah, so the bottom line always is engagement increases algorithmic reach. That's it. And not just engagement, the speed of engagement and the quality of engagement increases algorithmic reach. So yeah, so anyway, I hope that helps. Thank you.