AI-Powered Product Categorization for Tables

Tables Product Categorization

The tables vertical represents one of the most essential and diverse furniture categories in e-commerce, encompassing everything from formal dining tables and elegant coffee tables to functional nightstands, versatile folding tables, and specialized activity tables. With the wide variety of styles, materials, sizes, and intended uses found across the tables market, accurate product categorization has become increasingly important for furniture retailers, manufacturers, and marketplace sellers seeking to maximize visibility and reach the right customers. Our AI-powered categorization API automatically classifies tables products into the correct taxonomy categories across all major e-commerce platforms, ensuring your products achieve maximum discoverability and reach customers searching for specific table types and styles.

Tables products require highly precise categorization due to the remarkable variety of table types, design styles, materials, sizes, and intended room placements found within this vertical. A formal dining room table requires fundamentally different taxonomy placement than a rustic farmhouse kitchen table, and a modern glass coffee table categorizes entirely differently than a traditional wooden nightstand or a portable folding table. The distinction between indoor and outdoor tables, fixed and adjustable heights, and various style categories including contemporary, traditional, mid-century modern, industrial, and farmhouse adds significant complexity to the classification process. Our sophisticated machine learning models understand all these nuances and distinctions thoroughly, having been trained on millions of furniture product listings across every major marketplace to deliver exceptional classification accuracy for dining tables, accent tables, nightstands, and all table furniture alike.

Whether you're selling dining room furniture on Amazon, listing accent tables on Shopify, managing a Google Shopping feed for coffee tables, or categorizing office desks for specialty retailers, our API handles the full complexity of tables taxonomy mapping with precision and speed. We support automatic classification into Google Product Taxonomy, Amazon Browse Nodes, Shopify Standard Product Taxonomy, and eBay categories, ensuring your tables products are properly categorized regardless of where you sell. The API recognizes brand-specific terminology from major furniture manufacturers, along with style descriptors, materials, dimensions, and industry terminology to deliver accurate results even for the most specialized table designs and unique furniture pieces.

Tables Taxonomy Hierarchy

Tables products follow a detailed hierarchical taxonomy structure across all major e-commerce platforms that reflects the diverse nature of table furniture. Products must be classified from the Tier 2 category of "Tables" down through Tier 3 categories like "Kitchen & Dining Room Tables" or "Accent Tables" and further into specific Tier 4 subcategories such as "Extendable Dining Tables" or "Coffee Tables". Understanding this hierarchy is essential for proper product placement and discoverability within furniture marketplaces. Our API navigates this complexity automatically, analyzing product descriptions, dimensions, materials, and style information to select the most specific and appropriate category path for maximum search visibility and conversion optimization.

The interactive diagram below illustrates how the Tables category branches into its primary Tier 3 categories, each of which contains numerous Tier 4 subcategories for granular classification. For example, "Kitchen & Dining Room Tables" branches into Dining Tables, Breakfast Tables, Counter-Height Tables, and Pub Tables based on style and seating configuration. Meanwhile, "Accent Tables" contains Coffee Tables, End Tables, Side Tables, and Console Tables. Our AI understands the intricate relationships between these categories and selects the most specific applicable classification based on the product's characteristics, style, and intended use, ensuring your tables products land in precisely the right category for their type.

Tier 3 Tables Categories

The following Tier 3 categories represent the primary classification branches within the Tables vertical. Each category contains multiple Tier 4 and Tier 5 subcategories for granular product classification based on table type, style, and intended use:

Each Tier 3 category contains multiple specialized Tier 4 subcategories based on table style, size, and features. For instance, "Kitchen & Dining Room Tables" branches into Formal Dining Tables, Casual Dining Tables, Extendable Tables, and Farmhouse Tables. "Accent Tables" includes Coffee Tables, End Tables, Console Tables, and Nesting Tables. Our API automatically determines the complete category path for your products based on their specific attributes, style, and intended room placement.

API Integration for Tables Products

Integrating tables product categorization into your existing workflow is straightforward with our RESTful API. Simply send your product title and description, and receive accurate category classifications for Google Shopping, Amazon, Shopify, and eBay instantly. The API supports batch processing for high-volume furniture cataloging needs and returns confidence scores with each prediction to help you manage your furniture inventory effectively.

import requests

def categorize_tables(product_description, api_key):
    """Categorize tables 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 a dining table
result = categorize_tables(
    "Ashley Furniture Realyn French Country Oval Extendable Dining Table Chipped White",
    "your_api_key_here"
)
print(f"Category: {result['category']}")
# Output: Furniture > Tables > Kitchen & Dining Room Tables > Dining Tables

async function categorizeTables(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 coffee table
categorizeTables(
    'Walker Edison Modern Round Coffee Table Living Room Accent Ottoman Storage Shelf',
    'your_api_key'
).then(result => {
    console.log('Category:', result.category);
    // Output: Furniture > Tables > Accent Tables > Coffee Tables
});

curl -X GET "https://www.productcategorization.com/api/ecommerce/ecommerce_category6_get.php" \
  -d "query=IKEA MALM Nightstand 2-Drawer Bedside Table White Oak Veneer Bedroom Furniture" \
  -d "api_key=your_api_key_here" \
  -d "data_type=google"

# Response:
# {"category": "Furniture > Tables > Nightstands", "confidence": 0.98}