# Treatment matcher quiz scoring

Judges: one visitor's free-text goals sentence. Questions: choice:treatment\_family - face, body, skin, injectables, laser, other; noul:needs\_consult\_not\_self\_serve. Action: show matching treatment cards with consult CTA.

Grade: A — A clean typed decision \(yes/no, a pick from a list, or a level on a scale\) that is concrete, repeats routinely, and has meaningful value.. Score: 4.91.

Vertical: Medical & aesthetic.

Function: Personalization & CRO.

Status: Idea.

Volume: high.

Value: meaningful.

Risk: high.

Evidence: null.

Flags: human-review.

- [Vertical](/verticals/medical_aesthetic/)
- [Function](/functions/personalization_cro/)
- [Medspa treatment matcher](/use-cases/medspa-treatment-matcher/)
- [Medspa treatment matcher widget](/use-cases/medspa-treatment-matcher-widget/)
- [Procedure interest from search query on site](/use-cases/procedure-interest-from-search-query-on-site/)
- [Provider bio matcher](/use-cases/provider-bio-matcher/)
- [Before/after photo choice by concern](/use-cases/before-after-photo-choice-by-concern/)
- [Before and after gallery filter by intent](/use-cases/before-and-after-gallery-filter-by-intent/)