In the fourth of this series, Crawford Hollingworth explores endorsement, the difference between a recommendation that helps us choose and a person willing to put their name behind it. AI can rank options and even write a convincing testimonial, but it cannot stake its reputation on a choice. Drawing on behavioural science, this piece asks leaders whether their organisations are earning real endorsement or merely manufacturing approval.