Acne Recommendations

Description

This app gives personalised skincare product recommendations to help address acne-related skin concerns. Based on the skin analysis, the algorithm identifies a specific care group, depending on the signs of acne and its severity. There are 11 care groups in total. Depending on the identified care group, the app provides a corresponding type of treatment. Along with recommending the products, the app also provides clear explanations on why a certain treatment would work best.

algorithm_family_tech_name: "acne.recommendations"

algorithm_version_id: 100

Result Block

Algorithm determines one of the care groups based on the Acne Algorithm result.

AcneCareGroup	Description
Clear	Your skin is clear, check out some tips on how to prevent acne.
Mild_1	The system detects some pustules and papules on your face that need some treatment.
Mild_2	The system detects mild inflammation that needs some treatment.
Moderate_1	The system detects a moderate number of pustules and papules on your face that need some treatment.
Moderate_2	The system detects severe inflammation that needs some treatment.
Moderate_3	The system detects moderate inflammation and a few pustules and papules on your face that need some treatment.
Post-acne	Looks like you have some post-acne pigmentation spots –– check out these products to manage it and prevent acne.
Severe_1	The system detects many pustules and papules on your face that need some treatment.
Severe_2	The system detects severe inflammation and a few pustules and papules on your face that need some treatment.
Severe_3	The system detects severe inflammation and many pustules and papules on your face that need some treatment.
Spot	The system detected a few acne spots that could be managed with the following products.

care_group: clear
products : {
        other: "other_clear", 
        serum: null, 
        cleanser: null, 
        clarifying: null, 
        spot_treatment: null
        }