Products

Products includes recommended cosmetics products based on the results of the skincare categories.

Description

The app will suggest cosmetics products, such as serum, day or night cream, cleanser, etc. according to the basic care, eye care, and additional care categories.

products

The algorithm returns nine different product buckets:

'products': {
             'spf': ['2_7'],
             'serum': ['16_5', '25_5'],
             'lotion': ['4_6'],
             'cleanser': ['4_2'],
             'eye_care': ['12_12'],
             'day_cream': [],
             'exfoliation': [],
             'night_cream': ['4_4'],
             'make_up_remover': ['4_1']
             },

  • spf Sunscreen is a photoprotective topical product for the skin that absorbs or reflects some of the sun's UV radiation and thus helps protect against sunburn, photodamage, and photoaging.

    • Returns one most suitable SPF product from the product bucket.

name

product name

description

1_7

Product 1.7

SPF for normal skin

2_7

Product 2.7

SPF for aged skin

3_7

Product 3.7

SPF for dry skin

4_7

Product 4.7

SPF for oily skin

  • serum A special topical agent made to deliver a high concentration of active ingredients.

    • Returns list of serum products in a best-match order:

name

product name

description

6_5

Product 6.5

Serum for anti-aging complex

7_5

Product 7.5

Serum for anti-aging support therapy

8_5

Product 8.5

Serum for anti-aging prevention

16_5

Product 16.5

Serum for acne care

19_5

Product 19.5

Serum for vessels care

25_5

Product 25.5

Serum for pigmentation care

  • lotion A light-based vehicle for various active agents and moisturizers.

    • Returns one most suitable lotion product from the product bucket:

name

product name

description

1_6

Product 1.6

Lotion for normal skin

2_6

Product 2.6

Lotion for aged skin

3_6

Product 3.6

Lotion for dry skin

4_6

Product 4.6

Lotion for oily skin

  • cleanser A product that is used to remove make-up, skincare product residue, microbes, dead skin cells, oils, sweat, dirt, and other types of daily pollutants from the face.

    • Returns one most suitable cleansing product from the product bucket:

name

product name

description

1_2

Product 1.2

Cleanser for normal skin

2_2

Product 2.2

Cleanser for aged skin

3_2

Product 3.2

Cleanser for dry skin

4_2

Product 4.2

Cleanser for oily skin

25_2

Product 25.2

Cleanser for vessels care

  • eye_care A range of products intended for the delicate skin of the eye area.

    • Returns one most suitable eye care product from the product bucket:

name

product name

description

9_12

Product 9.12

Eye care for small wrinkles

10_12

Product 10.12

Eye care for pronounced wrinkles

11_12

Product 11.12

Eye care for eye bags

12_12

Product 12.12

Eye care for dark circles

  • day_cream A medium-dense cosmetological vehicle with moisturizing properties for daily application.

    • Returns one most suitable day cream product from the product bucket:

name

product name

description

1_3

Product 1.3

Day cream for normal skin

3_3

Product 3.3

Day cream for dry skin

6_3

Product 6.3

Day cream for anti-aging complex

7_3

Product 7.3

Day cream for anti-aging support therapy

16_3

Product 16.3

Day cream for acne care

19_3

Product 19.3

Day cream for vessels care

25_3

Product 25.3

Day cream for pigmentation care

  • exfoliation Special treatment designed to remove dead skin cells.

    • Returns one most suitable exfoliation product from the product bucket:

name

product name

description

19_14

Product 19.14

Exfoliation for pigmentation care

  • night_cream A heavy-based vehicle with moisturizing properties for application at night.

    • Returns one most suitable night cream product from the product bucket:

name

product name

description

1_4

Product 1.4

Night cream for normal skin

3_4

Product 3.4

Night cream for dry skin

4_4

Product 4.4

Night cream for oily skin

6_4

Product 6.4

Night cream for anti-aging complex

7_4

Product 7.4

Night cream for anti-aging support therapy

16_4

Product 16.4

Night cream for acne care

25_4

Product 25.4

Night cream for pigmentation care

  • make_up_remover A product that is used to remove make-up.

    • Returns one most suitable make-up remover product from the product bucket:

name

product name

description

1_1

Product 1.1

Make-up remover for normal skin

2_1

Product 2.1

Make-up remover for aged skin

3_1

Product 3.1

Make-up remover for dry skin

4_1

Product 4.1

Make-up remover for oily skin

25_1

Product 25.1

Make-up remover for vessels care

Example (JSON)

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