AI-Powered Product Categorization for Chairs

Chairs Product Categorization

The chairs vertical represents one of the most diverse furniture categories, spanning everything from ergonomic office seating and luxurious recliners to trendy gaming chairs and classic dining room furniture. With consumers increasingly shopping online for seating solutions that balance comfort, style, and functionality, accurate product categorization has become essential for furniture retailers seeking to connect customers with the right chairs for their specific needs. Our AI-powered categorization API automatically classifies chairs into the correct taxonomy categories across all major e-commerce marketplaces, ensuring maximum visibility for your seating inventory.

Chair products present unique categorization challenges due to the functional overlap between different seating types and the wide variation in design styles, materials, and intended uses. An upholstered chair could be classified as a dining chair, accent chair, or office guest chair depending on its dimensions, features, and styling. Similarly, a stool might be categorized as a bar stool, counter stool, or backless accent seat based on height and design characteristics. Our machine learning models have been trained on millions of furniture listings to understand these nuances, recognizing construction materials, ergonomic features, style classifications, and room-specific terminology that determine accurate categorization across Google Shopping, Amazon, Shopify, and eBay taxonomies.

Whether you're operating a dedicated furniture store, managing office equipment inventory, or running product feeds for home goods marketplaces, our API streamlines the categorization workflow for your entire seating catalog. We support automatic classification into office and desk chairs, dining and kitchen seating, living room chairs, outdoor furniture, gaming and entertainment seating, and specialty chairs like massage recliners and nursing rockers. The API processes requests in under 100 milliseconds, enabling real-time categorization during product uploads and efficient bulk processing for large furniture inventory catalogs.

Chairs Taxonomy Hierarchy

Chair products follow a hierarchical taxonomy structure organized by primary use case, design style, and functional features. Understanding this structure is essential for e-commerce success, as customers typically search by room type (office, dining room, living room), chair function (desk work, relaxation, dining), or specific style (mid-century modern, contemporary, traditional). Our API navigates this complexity automatically.

The diagram below illustrates how the Chairs vertical branches into functional and stylistic subcategories, each containing further refinements for precise product classification. Our AI understands the relationships between general seating categories and specific chair types, automatically classifying products based on function, style, material, and ergonomic features.

Chair Categories

Each category contains detailed subcategories for specific product variants. For example, Gaming Chairs includes PC gaming chairs, console gaming rockers, and racing-style seats. Office Chairs subdivides by ergonomic features, adjustment mechanisms, and executive versus task chair classifications. Our API automatically determines the complete category path based on your product descriptions.

API Integration for Chairs

Integrating chair product categorization into your e-commerce workflow is straightforward with our RESTful API. Send your product title and description, and receive accurate category classifications for all major marketplaces.

import requests

def categorize_chairs(product_description, api_key):
    """Categorize chair products across multiple taxonomies"""
    base_url = "https://www.productcategorization.com/api/ecommerce/ecommerce_category6_get.php"
    params = {"query": product_description, "api_key": api_key, "data_type": "google"}
    response = requests.get(base_url, params=params)
    return response.json()

# Example: Categorize an office chair
result = categorize_chairs(
    "Herman Miller Aeron Ergonomic Office Chair Size B Graphite Adjustable Arms",
    "your_api_key_here"
)
print(f"Category: {result['category']}")
# Output: Furniture > Chairs > Office Chairs > Ergonomic Chairs

async function categorizeChairs(productDescription, apiKey) {
    const baseUrl = 'https://www.productcategorization.com/api/ecommerce/ecommerce_category6_get.php';
    const params = new URLSearchParams({
        query: productDescription, api_key: apiKey, data_type: 'google'
    });
    const response = await fetch(`${baseUrl}?${params}`);
    return response.json();
}

// Example: Categorize a gaming chair
categorizeChairs(
    'Secretlab Titan Evo 2022 Gaming Chair PU Leather Black',
    'your_api_key'
).then(result => console.log('Category:', result.category));

curl -X GET "https://www.productcategorization.com/api/ecommerce/ecommerce_category6_get.php" \
  -d "query=La-Z-Boy Greyson Power Recliner Leather Brown Lumbar Support" \
  -d "api_key=your_api_key_here" \
  -d "data_type=google"

# Response: {"category": "Furniture > Chairs > Recliners", "confidence": 0.98}