Today, a health question in an AI chat dead-ends at the open web — national averages, forum threads, and directories that are wrong as often as they're right. This trace follows the same question off the page and into the systems of record: live payer eligibility, in-network provider rosters, real EHR scheduling slots, and contracted rates. What lands back in the thread isn't an estimate — it's what this member's plan actually covers, down to the copay.