Form Flow AI

No. Form Flow AI computes a friction score and a recommended field count entirely from the numbers you enter. It does not generate a visual form design and does not run a real AI/LLM generation step — the recommendation is arithmetic based on your own field classification.

Form Flow AI is prospective — it designs toward an optimal minimal field set for a form you are building or revising, based on which fields you say are truly required. Form Friction is diagnostic — it scores the abandonment risk of a form you already have, based on characteristics like field count, required fields, and sensitive field types (password, payment, phone). Use Form Flow AI when planning a new form; use Form Friction to audit an existing one.

Fields that take noticeably longer to fill in or feel more invasive to a new user — password confirmation, phone number, full address, and file uploads are common examples. These weigh more heavily in the friction score than a simple text field.

Some fields (billing address, phone number, profile details) are genuinely useful later but not required to complete the core action now. Deferring them to a post-signup or profile-completion step keeps the first form short without losing the data permanently.

No — field count and type are major but not the only factors in form completion. Copy clarity, trust signals, and page load speed also matter. Use this score as one input alongside those, not a complete conversion audit.