# Before and after gallery filter by intent

Judges: one visitor query 'natural looking nose'. Questions: choice:gallery\_filter - procedure and concern tags; score:subtlety\_pref - 1-5. Action: pre-filter gallery view.

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: 3.49.

Vertical: Medical & aesthetic.

Function: Personalization & CRO.

Status: Idea.

Volume: routine.

Value: meaningful.

Risk: moderate.

Evidence: null.

Flags: None.

- [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/)
- [Treatment matcher quiz scoring](/use-cases/treatment-matcher-quiz-scoring/)
- [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/)