The AI audit rep-curve: why 1 run gives you 67 percent reliability

For most of 2025, the standard AI-search audit I saw from peer agencies looked the same: run a list of prompts once each, screenshot the outputs, code the citations, write the report. Sometimes the prompt list was thoughtful. Sometimes the engines were comprehensive. The methodology, though, almost