I've been building Codenames AI, a small web game where an LLM plays Codenames with you. Like most solo products, I glance at a Product Health dashboard when I want a quick read on whether anyone is actually playing.

One morning in June, three weeks after launching the site, the Active players tile said 64. Next to it sat 122 starts and restores....