How do I diagnose why AI SaaS trial users expire without converting to paid?

Early-stage SaaS trials expire without paid upgrades. Founders can't pinpoint if poor product fit, pricing, or casual use causes low conversions. Each non-converting trial costs $20 in AI credits, draining funds and blocking sustainability until diagnosed.