As buyers increasingly ask ChatGPT, Perplexity and Google's AI surfaces for recommendations instead of clicking through search results, brands can win or lose deals inside answers they never see. MaxAEO exists to make that invisible layer measurable. It runs daily live checks on eight major AI engines, replaying the questions real buyers ask — comparisons, alternatives, "best tool for X" — and records every answer, every mention and every cited source.
The product is organized around four readings of a single answer: whether you were mentioned, where you ranked, how you were described (sentiment), and which sources the model trusted. From those it builds a visibility dashboard with mention rate, competitive rank, daily trends, and a competitor map showing who gets picked when you do not. All of it is replayable, so a finding ties back to a specific sentence rather than a vague score.
Monitoring, though, is only the entry point. MaxAEO's optimization engine turns the biggest gaps into a weekly, ranked list of actions with draft articles and the reason each one matters — publish here, answer this prompt, add this comparison page. Founder-led teams and agencies can track multiple brands under one account, while larger organizations use Enterprise for unlimited scale and a dedicated manager.
