PDD isn't just surviving a tough China macro environment. It's accelerating profit. Revenue up 11% year-over-year, operating profit up 22%. Those numbers are decent, but the number I keep coming back to is this: transaction service revenue just overtook advertising revenue for the first time ever.

That's the business model maturing in real time. The GMV take rate is now doing the heavy lifting, not just ad monetization. When a platform's core commerce infrastructure earns more than its ad layer, that's usually a sign the flywheel is compounding on its own terms. I've been watching PDD as a potential compounder candidate. The margin expansion trajectory here is hard to ignore.

Still doing more work on capital allocation and how Temu's international push plays into the long-term free cash flow picture before I size up. But this quarter moved the thesis forward.