Prompt tracking

Without tracking, AI visibility is anecdote: someone in the office asks ChatGPT once, gets a good or bad answer, and the business over-reacts to a sample of one. Engines are probabilistic, answers vary run to run, and each engine behaves differently, so a single spot-check tells you almost nothing. Disciplined tracking fixes the method: the same questions, asked the same way, across the same engines, week after week, with answers recorded in full so trends are real and claims are checkable. That turns arguments about what the AI says into data, reveals whether changes you shipped actually moved answers, and catches regressions, a lost mention, a new rival, while they are days old.