What is Season Approved?

Season Approved lets you shop your favorite stores with enhanced color features. Filter products by your seasonal palette (Winter, Spring, Summer, or Autumn), track clothing in your wardrobe, and discover color gaps in your closet. Products are scored 0-100% based on how well their colors match your season.

What is seasonal color analysis?

Seasonal color analysis is a color theory system that categorizes people into four types based on their natural coloring (skin undertone, eye color, hair color). Winter types have cool, clear coloring. Spring types are warm and bright. Summer types are cool and muted. Autumn types are warm and rich. Wearing colors from your season makes you look healthier and more vibrant.

How does the AI color matching work?

Our AI analyzes product images to extract dominant colors, then compares those colors against the seasonal palettes. Each product receives a match score (0-100%) for each season. Users see products ranked by how well they match their personal seasonal palette, making it easy to find flattering clothes.

Is Season Approved free to use?

Yes, Season Approved is completely free for users. Browse products scored for your season, save favorites to your closet, and shop without any subscription or fees. We earn small affiliate commissions when you purchase through our links to retailers.

Which stores are available on Season Approved?

We currently feature products from Target and Gliks, with more retailers being added regularly. Our AI analyzes products from each store catalog to provide color match scores. When you find something you like, you click through to purchase directly from the retailer.

How accurate is the seasonal color analysis?

Our AI color analysis achieves 85-95% accuracy in identifying dominant product colors and matching them to seasonal palettes. Users select their season during signup and can provide feedback on match accuracy to help improve our AI.

Personalized Shopping

How does personalized shopping by color palette work?

Learn how personalized shopping by color palette works. Filter 107,000+ products by your season to find clothes that match your natural coloring.

Quick Answer

Personalized shopping by color palette matches products to your unique coloring, so every item you see is pre-filtered to flatter your skin tone, hair, and eyes.

Traditional online shopping forces you to scroll through thousands of items with no way to know which colors will actually look good on you. Personalized shopping by color palette flips that experience. Instead of browsing everything and hoping for the best, you start with your personal color profile and only see products that harmonize with your natural coloring.

Season Approved makes this possible by classifying over 107,000 products from 50+ stores into seasonal color palettes. Once you know your season through a color analysis quiz or photo upload, the shop filters automatically so you browse only items scored for your palette. Each product carries a confidence rating that tells you how closely it matches your ideal colors.

How palette-based product matching works

The system connects your personal color profile to every product in the catalog through a multi-step classification pipeline.

Color season identification

You take a guided quiz or upload a photo. The platform determines your primary season (Spring, Summer, Autumn, or Winter) and any sub-season leanings based on your undertone, contrast, and color clarity.

Product classification

Every product from partnered stores is analyzed and assigned season scores. A Winter coat might score 92% Winter and 34% Autumn, giving you a clear picture of how well it fits your palette.

Filtered browsing

When you open the shop, your season filter is active by default. You see products ranked by how well they match your palette, with confidence scores visible on every card.

Why palette shopping beats traditional browsing

The biggest advantage is elimination of guesswork. Instead of wondering whether a top in "dusty rose" will wash you out or make you glow, you see a match score before you click. This reduces returns and makes every purchase more intentional.

Palette shopping also surfaces products you might never have found on your own. When you filter by season across 50+ stores at once, you discover brands and items that would take hours to find by browsing individual retailer sites.

Practical checklist

✓Less time spent browsing items that will not suit you.
✓Higher confidence in color choices before purchasing.
✓Cross-store discovery from a single filtered feed.
✓Fewer returns caused by colors looking different in person.

How to start shopping by your palette

Step 1: Find your season

Take the color analysis quiz on Season Approved. It evaluates your undertone, contrast level, and best color families to assign your primary season.

Step 2: Browse the filtered shop

Head to the shop page. Your season filter activates automatically, showing products scored for your palette from dozens of stores.

Step 3: Use confidence scores

Each product shows a confidence percentage. Start with high-confidence matches for core wardrobe pieces, and explore mid-range scores for accent items.

How to shop by undertone

Learn how warm and cool undertones translate into specific shopping filters.

AI-curated wardrobe shopping

See how AI classification powers season-based product recommendations.

Browse the shop

Start shopping with palette-matched products from 50+ stores.

Frequently asked questions

Do I need a professional color analysis to use palette shopping?

No. Season Approved offers a self-guided quiz that determines your season. Professional draping can refine your result, but the quiz is enough to start shopping with a filtered palette.

What if a product I like has a low confidence score for my season?

A lower score means the product leans toward a different palette, not that you cannot wear it. Many people use high-confidence items as wardrobe staples and lower-scored items as intentional contrast pieces.

How many stores are included in the personalized shop?

Season Approved currently indexes products from over 50 stores, including brands like Everlane, Kith, Target, Express, and Oak and Fort. New stores are added regularly.

Can I shop for someone else using their palette?

Yes. If you know their season, you can set the filter to their palette and browse gift options that are pre-matched to their coloring.

Shop products matched to your palette.

Take the color analysis quiz, discover your season, and browse a shop filtered to your personal color palette.

Browse the Shop Find Your Undertone First

Last updated February 18, 2026