ACP Feeds - Configure Your AI Agent Product Discovery
Learn how to configure ACP-compliant product feeds, set up feed rules, optimize for AI agent discovery, and monitor feed performance for agentic commerce success.
ACP Feeds are the foundation of agentic commerce, providing AI agents with structured, optimized product data for natural language discovery and recommendation. Configure your feeds to maximize AI agent interaction and drive conversational commerce success.
Understanding ACP Feeds
What are ACP Feeds?
ACP Feeds are structured product data feeds that comply with the Agentic Commerce Protocol, enabling AI agents to understand, discover, and recommend your products through natural conversation. These feeds are optimized for AI agent comprehension and conversational commerce.
Key Characteristics
- ACP Compliant: Follows the Agentic Commerce Protocol standard
- AI Optimized: Structured for AI agent understanding
- Real-time: Live product data and inventory updates
- Multi-format: Available in JSON, CSV, and XML formats
Feed Components
Product Information
- Product titles and descriptions
- Pricing and availability
- Product images and media
- Specifications and attributes
AI Agent Optimization
- Natural language descriptions
- Conversational product attributes
- Contextual product information
- AI-friendly categorization
Technical Data
- Product identifiers and SKUs
- Inventory levels and status
- Shipping and fulfillment data
- Compliance and certification information
Setting Up Your ACP Feeds
Initial Feed Configuration
Feed Creation Process
Access Feed Management
- Navigate to Products > Feeds in your dashboard
- Click "Create New Feed"
- Choose your feed type and configuration
Basic Feed Settings
- Feed name and description
- Target AI platforms (ChatGPT, Claude, Gemini, etc.)
- Feed format (JSON, CSV, XML)
- Update frequency and scheduling
Product Selection
- Choose products to include in the feed
- Set product filters and criteria
- Configure product grouping and organization
- Define product limits and pagination
Feed Rules and Filters
Product Inclusion Rules
- Include/exclude specific product categories
- Set minimum inventory levels
- Filter by product status and availability
- Configure price range filters
Content Optimization Rules
- Product description length limits
- Required product attributes and fields
- Image quality and format requirements
- Content moderation and compliance rules
AI Agent Optimization
- Natural language description requirements
- Conversational attribute formatting
- Contextual information inclusion
- AI-friendly categorization rules
Feed Formats and Structure
JSON Format (Recommended)
Structure Overview
{
"products": [
{
"id": "product_123",
"title": "Premium Wireless Headphones",
"description": "High-quality wireless headphones with noise cancellation",
"price": 199.99,
"currency": "USD",
"availability": "in_stock",
"images": ["https://example.com/image1.jpg"],
"attributes": {
"brand": "TechBrand",
"category": "Electronics > Audio",
"features": ["Wireless", "Noise Cancellation", "Bluetooth 5.0"]
}
}
]
}
Benefits of JSON Format
- Structured data for AI agents
- Easy parsing and processing
- Rich product attributes
- Flexible schema support
CSV Format
Structure Overview
id,title,description,price,currency,availability,image_url,brand,category product_123,Premium Wireless Headphones,High-quality wireless headphones,199.99,USD,in_stock,https://example.com/image1.jpg,TechBrand,Electronics > Audio
Benefits of CSV Format
- Simple and lightweight
- Easy to process and import
- Compatible with most systems
- Human-readable format
XML Format
Structure Overview
<products>
<product>
<id>product_123</id>
<title>Premium Wireless Headphones</title>
<description>High-quality wireless headphones with noise cancellation</description>
<price>199.99</price>
<currency>USD</currency>
<availability>in_stock</availability>
<image_url>https://example.com/image1.jpg</image_url>
<brand>TechBrand</brand>
<category>Electronics > Audio</category>
</product>
</products>
Benefits of XML Format
- Structured and hierarchical
- Rich metadata support
- Industry standard format
- Easy validation and processing
Feed Optimization Strategies
Content Optimization
Product Descriptions
- Write natural, conversational descriptions
- Include key features and benefits
- Use natural language that AI agents understand
- Highlight unique selling points
Product Attributes
- Include comprehensive product specifications
- Add contextual information for AI understanding
- Use consistent categorization and tagging
- Provide rich product metadata
Media Optimization
- High-quality product images
- Multiple product angles and views
- Lifestyle and use case images
- Optimized image formats and sizes
AI Agent Optimization
Natural Language Processing
- Use conversational product descriptions
- Include context and use cases
- Highlight customer benefits
- Write for AI agent understanding
Product Categorization
- Clear and consistent categories
- Hierarchical product organization
- AI-friendly category names
- Contextual product grouping
Search Optimization
- Include relevant keywords naturally
- Use synonyms and alternative terms
- Add product tags and attributes
- Optimize for conversational search
Feed Management and Monitoring
Feed Performance Monitoring
Discovery Metrics
- Number of AI agent interactions
- Product discovery success rate
- Feed performance analytics
- AI agent recommendation accuracy
Quality Metrics
- Feed completeness and accuracy
- Product information quality
- AI agent satisfaction scores
- Customer conversion rates
Feed Updates and Maintenance
Automatic Updates
- Real-time inventory synchronization
- Automatic product information updates
- Live pricing and availability changes
- Continuous feed optimization
Manual Maintenance
- Regular content reviews and updates
- Product information improvements
- Feed rule adjustments
- Performance optimization
Advanced Feed Features
Custom Feed Rules
Advanced Filtering
- Complex product selection criteria
- Multi-condition filtering rules
- Dynamic content inclusion
- Custom product grouping
Content Transformation
- Automatic content optimization
- AI-friendly description generation
- Product attribute enhancement
- Conversational content formatting
Feed Analytics
Performance Tracking
- Feed usage and performance metrics
- AI agent interaction analytics
- Product discovery success rates
- Conversion and revenue tracking
Optimization Insights
- AI-powered feed optimization suggestions
- Content quality recommendations
- Performance improvement opportunities
- Best practice recommendations
Troubleshooting Feed Issues
Common Problems
Feed Generation Issues
- Missing or incomplete product data
- Incorrect feed formatting
- Slow feed generation
- Feed validation errors
AI Agent Discovery Problems
- Low product discovery rates
- Poor recommendation quality
- Inconsistent product information
- Feed accessibility issues
Solutions
Data Quality Improvement
- Review and update product information
- Ensure all required fields are populated
- Optimize product descriptions and content
- Improve product images and media
Performance Optimization
- Optimize feed size and structure
- Improve feed generation speed
- Enhance feed accessibility
- Monitor and resolve feed errors
Best Practices
Content Quality
Product Descriptions
- Write detailed, natural language descriptions
- Include key features and benefits
- Use conversational tone and style
- Highlight unique selling points
Product Information
- Ensure complete and accurate product data
- Use high-quality product images
- Include comprehensive product specifications
- Maintain consistent product information
Technical Optimization
Feed Structure
- Use proper feed formatting and structure
- Ensure ACP compliance
- Optimize feed size and performance
- Implement proper error handling
Performance Monitoring
- Monitor feed performance regularly
- Track AI agent interactions
- Analyze feed analytics and insights
- Continuously optimize feed content
Next Steps
Now that you understand ACP Feeds:
Support and Resources
Getting Help
- Documentation: Comprehensive guides for all features
- Support: Email support for all plans
- Community: Discord community for peer support
- Training: Video tutorials and webinars
ACP Feed Resources
- ACP Specification: Agentic Commerce Protocol
- Feed Optimization: Best Practices Guide
- Analytics Guide: Feed Analytics
- Community: ACP Discord Community
ACP Feeds are the foundation of agentic commerce success. With GXO.dev, your products are optimized for AI agent discovery and conversational commerce.