Catalog freshness directly impacts ad relevance and customer experience. Stale data leads to price mismatches, availability frustrations, and wasted ad spend. But how often should you actually refresh your catalog?
This guide covers refresh frequency recommendations for different data types and business scenarios.
Why Refresh Frequency Matters
Your catalog refresh schedule affects multiple aspects of ad performance and customer experience.
Impact of Stale Data
- Price mismatches: Ads show different price than landing page
- Availability issues: Advertising out-of-stock products
- Policy violations: Repeated mismatches trigger reviews
- Wasted spend: Clicks that can't convert
- Customer frustration: Poor experience damages brand
Benefits of Fresh Data
- Accurate pricing builds trust and conversion
- Real-time availability prevents frustration
- New products surface quickly
- Promotions activate on schedule
- Better catalog health scores
Refresh Frequency by Data Type
Different data types have different volatility and different refresh requirements. For ecommerce advertising fundamentals, data freshness is foundational.
High-Volatility Data (Hourly+)
- Inventory/Availability: Update hourly for high-velocity products
- Flash sale pricing: Real-time or hourly during promotions
- Limited inventory: Frequent updates to prevent overselling
Medium-Volatility Data (Daily)
- Regular pricing: Daily updates for standard price changes
- Sale prices: Daily to capture promotional changes
- Inventory for standard products: Daily sufficient for most
- Custom labels: Daily for performance-based labels
Low-Volatility Data (Weekly+)
- Product titles: Weekly or when optimizing
- Descriptions: Weekly or with product updates
- Images: As needed for new/updated photography
- Categories: When restructuring catalog
Business Scenario Recommendations
High-Volume Ecommerce
Fast-moving inventory with frequent price changes. For scaling operations, frequent updates are essential.
- Availability: Hourly or real-time via API
- Pricing: Every 2-4 hours
- New products: Continuous or daily
- Full feed: Daily at minimum
Standard Ecommerce
- Availability: Daily (more during sales)
- Pricing: Daily
- New products: Daily or as added
- Full feed: Daily
Low-Velocity or Service Business
- Availability: Daily sufficient
- Pricing: Daily or when changes occur
- Updates: Weekly for stable catalogs
Setting Up Scheduled Feeds
Hosted Feed Configuration
- Host feed file on accessible URL (CDN recommended)
- Configure refresh schedule in Commerce Manager
- Choose appropriate time zone
- Set up multiple schedules if needed
Schedule Options
- Hourly: For high-volatility data
- Daily: Standard for most businesses
- Multiple times daily: Balanced approach
- Manual: Not recommended for active catalogs
API-Based Updates
For real-time needs, use Meta's Catalog Batch API. For automated catalog management, API integration enables responsiveness.
- Update individual products in real-time
- Batch updates for efficiency
- Ideal for inventory and price changes
- Requires technical implementation
Monitoring Feed Health
What to Monitor
- Feed processing success rate
- Item rejection counts and reasons
- Data freshness indicators
- Mismatch warnings from Meta
- Catalog health score trends
Alerting Setup
- Enable Commerce Manager notifications
- Set up alerts for feed processing failures
- Monitor for sudden rejection increases
- Track mismatch warnings proactively
Handling Special Situations
Sales and Promotions
- Increase refresh frequency during sales periods
- Pre-schedule price updates for sale start
- Plan for sale end to revert pricing
- Monitor inventory closely during high-volume periods
Peak Seasons
- Black Friday, holiday seasons need hourly+ updates
- Inventory moves faster, more frequent sync needed
- Price changes more common
- Higher stakes for accuracy
New Product Launches
- Ensure feed updates before launch campaigns
- Verify new products appear in catalog
- Check images and data are complete
- Consider dedicated product sets for launches
Optimization Tips
Efficient Feed Generation
- Cache what doesn't change frequently
- Use incremental updates for large catalogs
- Optimize feed file size for faster processing
- Test feed generation time to ensure freshness
Balancing Freshness and Cost
- Real-time updates have infrastructure costs
- Balance freshness needs with resources
- Prioritize high-impact data for frequent updates
- Use supplemental feeds for targeted updates
How ROASPIG Helps
Maintaining optimal catalog freshness requires automation and monitoring. ROASPIG streamlines the process:
- Smart Scheduling: Automatic refresh optimization based on data volatility
- Real-Time Sync: API-based updates for critical data like inventory
- Health Monitoring: Proactive alerts for feed issues
- Mismatch Detection: Identify and resolve data inconsistencies
- Peak Period Management: Automatic frequency increases during sales
Conclusion
Catalog refresh frequency isn't one-size-fits-all. Match your refresh schedule to your data volatility and business needs. High-velocity data needs frequent updates; stable data can refresh less often.
At minimum, refresh daily. For competitive ecommerce with rapid inventory changes, hourly or real-time updates for critical data deliver meaningful performance improvements. Monitor catalog health and adjust frequency based on what you observe.
Frequently Asked Questions About Catalog Refresh Frequency
At minimum, update daily. For high-velocity inventory or frequent price changes, update hourly or use real-time API updates. Match frequency to your data volatility.
Meta continues using the last successful feed data. Prolonged failures mean increasingly stale data. Set up monitoring and alerts to catch failures quickly and resolve them.
Yes, use multiple feeds or supplemental feeds with different schedules. Update inventory hourly while keeping title/description updates daily or weekly.
Fresher data improves accuracy, which improves customer experience and policy compliance. Direct performance impact comes from preventing mismatches and out-of-stock advertising.
Schedule updates before peak shopping hours in your market. Avoid scheduling during high-traffic periods when your servers may be strained. Consider time zones for international catalogs.