Decor Product Categorization

The home decor vertical encompasses a diverse range of decorative products from wall art and mirrors to rugs, vases, clocks, and seasonal decorations. With hundreds of subcategories spanning indoor and outdoor decor, accurate categorization is essential for home goods retailers to maximize product visibility. Our AI-powered API automatically classifies decor products into the correct taxonomy categories across all major marketplaces.

Decor products require precise categorization due to the variety of styles, materials, and placement contexts involved. A decorative wall mirror needs different taxonomy placement than a vanity mirror, and a throw pillow categorizes differently than an ottoman cushion. Our machine learning models understand these distinctions, trained on millions of decor product listings to deliver exceptional classification accuracy.

Whether you're selling wall art on Amazon, listing rugs on Shopify, or managing a Google Shopping feed for home fragrances, our API handles the complexity of decor taxonomy mapping with precision and speed.

Artwork & Wall Decor

Classify paintings, prints, canvas art, wall sculptures, and decorative wall pieces into precise subcategories by style and medium.

Mirrors

Categorize wall mirrors, floor mirrors, decorative mirrors, and vanity mirrors with accuracy for style and placement.

Rugs & Floor Coverings

Area rugs, runners, doormats, and decorative floor coverings classified by size, material, and style.

Vases & Decorative Vessels

Vases, decorative bowls, jars, and bottles categorized for material and decorative function.

Clocks & Timepieces

Wall clocks, mantel clocks, decorative clocks, and clock accessories classified by style and mechanism.

Seasonal & Holiday Decor

Christmas decorations, Halloween decor, seasonal wreaths, and holiday-specific items categorized by occasion.

Decor Taxonomy Hierarchy

Decor follows a hierarchical taxonomy structure across all major e-commerce platforms. Products must be classified from broad categories down to specific subcategories. Our API navigates this complexity automatically.

Decor Category Hierarchy (Tier 2 → Tier 3)

Tier 3 Decor Categories

Address Signs
Artificial Flora
Artificial Food
Artwork
Backrest Pillows
Baskets
Bird & Wildlife Feeder Accessories
Bird & Wildlife Feeders
Bird & Wildlife House Accessories
Bird & Wildlife Houses
Bird Baths
Bookends
Cardboard Cutouts
Chair & Sofa Cushion Covers
Chair & Sofa Cushions
Clock Parts
Clocks
Coat & Hat Racks
Decorative Bells
Decorative Bottles
Decorative Bowls
Decorative Jars
Decorative Plaques
Decorative Plates
10M+
Products Categorized
99.2%
Accuracy Rate
5,574
Categories Supported
200+
Languages Supported

Try Decor Categorization

Enter a decor product description below to see our AI classify it across multiple marketplace taxonomies.

Best Practices for Decor Categorization

Specify Decor Type
Clearly indicate wall art, rug, mirror, vase, clock, or other decor type. Product type is the primary driver for categorization.
Include Material
Mention canvas, metal, glass, ceramic, wood, or fabric materials. Material affects subcategory placement.
Mention Style
Include modern, farmhouse, bohemian, traditional, or contemporary style descriptors for accurate categorization.
Include Dimensions
Size matters for decor classification. Include dimensions for wall art, rugs, and mirrors.
Specify Placement
Indoor vs outdoor, wall vs floor, table vs shelf placement helps with accurate categorization.
Note Seasonal Items
For holiday decor, specify the holiday: Christmas, Halloween, Easter. Seasonal taxonomy is holiday-specific.

Frequently Asked Questions

What types of decor can your API categorize?
Our API categorizes all home decor including wall art, mirrors, rugs, vases, clocks, picture frames, throw pillows, decorative sculptures, seasonal decorations, home fragrances, and outdoor decor.
How does the API handle seasonal decorations?
Our models recognize holiday-specific terminology and route products to appropriate seasonal subcategories: Christmas decorations, Halloween decor, Easter items, etc.
Can the API distinguish between indoor and outdoor decor?
Yes, we recognize indoor/outdoor indicators including weather-resistant materials, outdoor placement terms, and garden decor terminology for accurate categorization.

Ready to Categorize Your Decor Products?

Start with our free tier or explore enterprise solutions for high-volume cataloging needs.

Get Started Free