# Categorize Products

## Like Expert Taxonomists

Autonomous AI agents that work 24/7 to classify products across UNSPSC, Google Taxonomy, Amazon Browse Nodes, Shopify Collections, and custom taxonomies with human-level accuracy.

### How Smart Categorizer Transforms Product Classification

Virtual taxonomy experts that never sleep, ensuring every product is accurately classified across all your sales channels and marketplaces.

### Context-Aware Classification

Analyzes full product details—not just keywords—to understand context and assign the most accurate categories across all taxonomy systems.

### Multi-Taxonomy Support

Categorize products simultaneously across UNSPSC, Google Taxonomy, Amazon Browse Nodes, Shopify Collections, and your custom classification systems.

### Compliance Automation

Ensure regulatory compliance and meet B2B marketplace requirements automatically. Avoid penalties and RFP disqualification from misclassification.

### Marketplace Optimization

Improve product findability and discovery in B2B and B2C marketplaces. Buyers search by category—ensure your products appear in the right results.

### Channel-Specific Categories

Assign different categories for different channels. Amazon Browse Nodes for Amazon, Google Taxonomy for Shopping, UNSPSC for procurement—all automated.

### Bulk Processing

Categorize thousands of products in minutes, not weeks. Save time on manual taxonomy assignment while ensuring consistent, accurate classification.

### Multi-Layer Quality Validation

Quality Control Agents perform comprehensive checks across multiple dimensions to ensure your product data is complete, accurate, and sales-ready.

# UNSPSC

United Nations Standard Products and Services Code for B2B procurement and government contracts.

55+ segments, 4000+ families, 15,000+ classes

# Google Taxonomy

Google Product Category for Google Shopping, Merchant Center, and Shopping Ads.

6000+ product categories, multilingual support

# Amazon Browse Nodes

Amazon’s hierarchical category structure for efficient marketplace product organization.

Marketplace-specific, region-aware categories

# Shopify Collections

Shopify product collections for store organization and navigation.

Smart collections, manual collections, automated rules

# eBay Categories

eBay's category system for auction and fixed-price listings.

Site-specific categories, condition-based classification

# Custom Taxonomies

Your industry-specific or company-specific classification systems.

Unlimited custom hierarchies, business-specific rules

### Context Understanding, Not Just Keywords

Smart Categorizer Agents analyze full product details to understand context and prevent misclassification errors that keyword-based systems make.

#### How Context-Aware Classification Works

- **Full Product Analysis**  
  Considers title, description, attributes, specifications, and relationships to understand what the product actually is

- **Semantic Understanding**  
  Understands synonyms, related terms, and industry-specific terminology to avoid keyword-based errors

- **Ambiguity Resolution**  
  Resolves ambiguous terms by analyzing context (e.g., "Apple" as fruit vs. brand, "Jaguar" as animal vs. car.)

- **Hierarchical Precision**  
  Assigns the most specific category possible, not just broad top-level classifications

#### Meet B2B Marketplace Standards Automatically

Smart Categorizer Agents ensure your product classifications meet strict procurement platform requirements, preventing costly errors and disqualification from RFPs.

- **Procurement Platform Ready**  
  Accurate UNSPSC codes ensure your products appear in B2B buyer searches and meet platform requirements

- **Avoid Costly Penalties**  
  Prevent fines and contract disqualification from misclassified products in government and enterprise procurement

- **Continuous Updates**  
  Agents stay current with taxonomy updates and new classification standards automatically

## How Categorization Agents Work

Configure once, govern always. Your Control Agents work autonomously to enforce data rules and keep information accurate.

- **Trigger**  
  Set when control should run: on item creation, updates, imports, or bulk actions.

- **Configure**  
  Define data rules, formats, brand standards, and validation logic for your Control Agent.

- **Generate**  
  Agents apply your rules to check, correct, and standardize data automatically based on your setup.

- **Review**  
  Optionally enable Review Mode to approve fixes before publishing or let agents run autonomously.

### Categorize Thousands of Products in Minutes

Stop spending weeks on manual taxonomy assignment. Smart Categorizer Agents process your entire catalog in minutes while maintaining consistent accuracy.

# Manual Work or Generic AI

- **Weeks to categorize 1,000 products**  
- **Inconsistent classification across taxonomies**  
- **High error rate from keyword matching**  
- **Difficult to maintain compliance standards**

# Smart Categorizer Agents

- **Minutes to categorize 1,000 products**  
- **Consistent classification across all taxonomies**  
- **99% accuracy with context-aware analysis**  
- **Built-in compliance and standards validation**

### Transform Product Information with AI

[Get started](/content/free-30-day-trial-pim-sales-layer/index.html)