How to choose makeup based on your color type online using AI

I remember one of my clients bringing a makeup bag the size of a small suitcase to a consultation. Inside were 15 shades of lipstick, which beauty bloggers unanimously called "universal nude." But on my client's lips—a clear representative of cool coloring—all these warm beige sticks looked like cheap putty. Sound familiar? According to the analytics agency Mintel (2023), women spend an average of €350 annually on makeup that is categorically unsuitable for them and then sits on shelves for years collecting dust.

Today we'll talk about how to break this cycle. You no longer have to buy half the selection at a cosmetics boutique through trial and error. Now you can choose makeup according to color type online , relying not on the intuition of a tired sales assistant, but on the physics of color and machine vision. We've already covered the evolution of these technologies in more detail in our complete guide to Virtual Makeup Try-On: AI-Powered Cosmetic Selection Now let's figure out why the human eye makes so many mistakes in stores, while smart neural networks don't.

Why We Make Mistakes in the Store: The Lighting and Overton Trap

"Look at the color of the veins on your wrist. If they're greenish, you're warm; if they're blue, you're cool." Have you heard that? As a certified colorist, I can confidently say: the wrist is the worst place to test makeup and determine your skin type. Those popular vein tests or gold and silver jewelry tests are hopelessly outdated.

The point is that such express methods only determine your Overton — the superficial skin tone, which easily changes due to a light tan, rosacea, frost, or temporary pigmentation. But ideal makeup should work with the deeper layers. undertone , which is determined genetically, depends on the level of melanin, carotene and hemoglobin, and does not change throughout life.

The second problem is the shopping mall trap. The color rendering index (CRI) of standard LED lamps in cosmetics stores is far from the ideal sunlight. The cool spectrum of LEDs distorts color perception by 15-20%. This is why a €60 foundation, which seemed a perfect neutral beige at the display stand, suddenly looks downright reddish or grayish in daylight at home.

12 Color Types of Appearance: The Mathematics of Color vs. Intuition

The classic "4 Seasons" system (Winter, Spring, Summer, Fall) has long ceased to cope with the diversity of women's appearances. It's too rigid. Over the years, I've learned that if you try to squeeze a complex color scheme with an olive undertone into the simple "Summer" framework, you'll end up with a pale and tired face.

It has been replaced by the 12-season system, which is based on a rigorous mathematical model—Albert Munsell's color theory (Munsell Color System). When I conduct an in-person color analysis using the directional method and professional fabric drapes, I evaluate appearance across three dimensions:

• Temperature: how much warm (golden) or cool (bluish) pigments predominate.
• Depth: from the lightest pastel tones to deep, almost black ones.
• Purity: how bright and vibrant the color is, or whether it is muted (with an admixture of gray pigment).

These three characteristics unmistakably determine whether a nude lipstick will blend luxuriously with your face or exist "separately from the lips." You can explore this concept in more detail in our article. 12 Color Types of Appearance: A Guide to Choosing a Palette.

Find makeup by color type online: How AI algorithms see your face

Let's be honest: old AR masks on social media were just toys. They imposed a harsh filter on top of pixels, without taking anatomy into account. Today's virtual makeup try-ons rely on advanced machine vision.

How does MioLook work? A neural network scans over 100 anthropometric points on your face. The algorithm doesn't just see skin tone—it calculates the precise contrast between the whites of your eyes, irises, eyebrow shade, and skin tone. This mathematical contrast will tell you whether you need jet-black eyeliner (like Contrasting Winter) or a graphite pencil (like Soft Summer).

Moreover, the system uses a "pure color" algorithm (white balance). The AI is able to mathematically remove the influence of external lighting in your selfie and analyze natural coloring. The algorithms have even learned to distinguish textures—they understand how light reflects off satin eyeshadow or refracts in matte powder with added titanium dioxide.

A breakdown of the ideal AI shades for each color scheme

Makeup isn't just about pigment. It's also about the finish. One of the most common mistakes I see clients make is buying the right color in the wrong texture. A dull, dry matte lipstick literally "kills" the freshness of a Light Spring, adding 5-7 years to it, but the same texture makes a Dark Winter look elegant and expensive.

Cold types (Winter and Summer): a play of contrasts and halftones

For representatives Winters The main rule is color purity. You need highly pigmented products. Your ideal red is a cool ruby or rich fuchsia. Textures can be glossy or mirror-like. AI will always suggest a pure white highlighter with a silvery or icy pink shimmer.

U Summer It's a completely different story. Your beauty is revealed in the midtones. Bright winter colors will simply "eat you up." Choose muted, dusty shades: cool pink nudes, taupe eyeshadow. The finish should be delicate and satiny. And remember: warm red bronzers are an absolute no-no for summer.

Warm Types (Spring and Autumn): Radiance and Earthy Colors

For girls- In the spring You need light, watercolor-like, transparent textures. Peach, coral, and salmon are your best friends. Heavy foundations are a no-no. Your trump card is the dewy effect and warm golden glow of a delicate highlighter.

For Autumn The AI will select a complex, rich palette: terracotta, burnt bronze, deep wine and olive shades. Unlike Spring, Autumn perfectly withstands heavy, velvety, and matte textures. If you're an Autumn, matte lipsticks in brick or dark caramel will add an incredibly classy touch.

From daytime nude to red lipstick: how AI is saving the business look

In my practice, the most common request is to find that perfect red lipstick for work. A month ago, I was preparing a client for an important online presentation to the board of directors of an IT company. The dress code was casual, but she needed to look put together and confident.

Business makeup is unforgiving when it comes to color. If your lipstick shade is warmer than your natural undertone, it will make your teeth look yellower and your skin look sallow. Using a virtual try-on, we went through a dozen options in three minutes and found the perfect cool wine shade. The effect was stunning: my face instantly looked fresh, and my look acquired that perfect polish of "expensive" simplicity. For more tips on how to balance professionalism with formal wear, read our article. Business Makeup: Rules, Instructions, and Common Mistakes , as well as in the guide Makeup for stage performance.

Checklist: How to Properly Prepare for a Virtual Fitting

But I must offer an important warning here. Even the most ingenious AI algorithm won't work if you upload a blurry photo from a dark hallway or a shot taken in a bathroom under a yellow incandescent light bulb. To ensure 100% accurate results, follow these guidelines for an in-person consultation with a stylist:

• Light decides everything: Stand facing a window. You want even, diffused daylight (avoid direct sunlight, which casts harsh shadows on your face).
• Blank canvas: Skin should be completely clean, without a trace of foundation or concealer. Hair should be pulled back into a sleek ponytail to avoid color reflections.
• Neutral clothing: Wear a simple top in white, light gray, or beige. A bright neon t-shirt will cast a colorful glow on your chin and neck, fooling the camera.
• Calm background: Ideally, there should be a neutral wall behind you, not colorful wallpaper or a red sofa.

The future of your makeup bag with a smart assistant

You know what the greatest beauty of technology is? It brings back our awareness. We're slowly but surely moving from the "buy 50 random jars on sale" mentality to the concept of smart consumption. It's much more rewarding to invest in 10 premium products in the €30-€80 range that pair perfectly with each other than to own a mountain of cheap cosmetics that don't suit you.

AI try-on means the end of frustrating returns, endless hand-testing, and disappointment in front of the mirror. When you know your color and contrast vector precisely, any shopping experience becomes predictable and enjoyable. Try testing your unique palette in MioLook—I assure you, your makeup bag and budget will thank you.