Rage clicks are not the problem
They arrive late, they are noisy, and they flatter teams that already know something is wrong. Start with hesitation.
Journal
These pieces are written by faculty and guests. They are not recaps of vendor webinars. Each one should change how you sample, name, or brief a stall.
They arrive late, they are noisy, and they flatter teams that already know something is wrong. Start with hesitation.
PromptPay, sois, and OTP loops that look finished in the funnel while the person is still on the phone.
A bright blob is not a finding. Sampling notes, device mix, and Thai-language line wrapping decide whether the picture is usable.
A small set of signals that survive legal review and still tell you when people hesitate.