Just shipped our 2nd benchmark cycle. 32 AI SEO tools. 51 dimensions. 6 AI judges. 21K API calls. 12.1M tokens. Here's the thing: one cycle is just a snapshot. Two? That's when it gets interesting. Now I can track trends. See who moved up. Build statistical confidence over time. Weekly cycles. Because data from last quarter doesn't help your buying decision today. Rankings: aisearcharena.com #aisearcharena #buildinpublic