Yeah. So net retention is a big factor there. So, again, you know, it's two consecutive quarters now of in-quarter net retention improvement. And then the gross retention improvement across all cohorts. And importantly, the $100,000 plus cohorts saw the largest improvement among them. So that was even with the headwind from that large customer downgrade that we called out in Q1, but actually impacted from Q2 and will continue to impact for the next couple of quarters. So the fact that, you know, in Q3, we managed to improve in spite of that, you know, that added to my confidence levels. And then, you know, the multiproduct strategy in specifically AI Studio and the foundational service plans or FSPs, those are actively driving expansion and helping to mitigate downgrades. And certainly have been extremely helpful in renewal conversations. And then, you know, there are the other items that I called out earlier, but, you know, we're seeing strength in other areas of our business, including new business. So, you know, the enterprise strength and that mid-market cohort, that $50,000 to $100,000, you know, we don't break it out, but what I can tell you is what I saw this quarter was a lot of strength there. International, I continue to expect to, you know, it's been strong for the last two quarters, expect continued strength. And then even in the enterprise side of the house, we saw, you know, 15% year-over-year increase in customers spending $100,000 or more. And if you couple that with stable demand trends and improvement in conversion, which leads to productivity gains, you end up with a or I ended up with a more confident picture as I look towards Q4 and the full year.