Research and implementation

Product quiz guides

Detailed, practical answers for teams designing product finders and recommendation experiences.

Logic

Tag mapping vs formulas for product recommendation quizzes

Choose the simplest matching model that still respects the buyer's real constraints.

Completion

Where to ask for email in a product quiz

Keep the value exchange clear without turning the result into a hard gate.

Shopify

A pre-launch checklist for Shopify product finders

Test inventory, variants, logic edges, cart behavior, analytics and mobile flow.