This is the first of three essays on how airline commercial intelligence is changing. The series follows one evolution in three waves: the competitive benchmark that pricing teams still run every day; the shift from filed fare to full offer, and from cleared price to search intent; and a platform change arriving from outside travel. The question underneath all three is the same.