LaunchAutopilot is a weekly launch directory that measures whether launching changes how often AI assistants recommend you. Before you launch, it freezes a set of questions your buyers actually type and asks ChatGPT, Perplexity and Gemini each of them many times, recording how often your product comes up and which sources the answers cite. You then launch in a curated weekly cohort, ranked by real votes. Thirty days later the same frozen questions are asked again, alongside control questions in your category, so a category-wide rise is subtracted from your result. The change is published whichever direction it goes. There is no fake AI "rank": you get a mention rate with its range. Paid never outranks earned, badges are optional and untracked, and every rejection and its reason is public. A free check covers thirty questions across three engines, with the sources they cite. The code, including scoring and guardrails, is public on GitHub.