Catalog Products
Manage your enriched product catalog: search, filter, enrich with AI, and export to your ecommerce platforms.
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Managing Catalog Products
A complete guide to product management in MerchantOps.
Overview
The Catalog Products section is where you manage your verified, enriched products. Unlike Lakehouse Products (which are staged for review), catalog products are:
- Ready for enrichment or already enriched
- Assigned to a Product Type
- Available for export to external platforms
- Tracked with version history
Viewing Products
To access your product catalog:
- Navigate to Catalog → Products in the sidebar
- Browse the product list
- Use filters to narrow your view

List Columns
| Column | Description |
|---|---|
| Product | Name, image, and SKU |
| Brand | Brand or manufacturer |
| Type | Product Type |
| Enrichment | Status and score |
| Published | Publication status |
| Updated | Last modification date |
Search & Filter
Find products using:
- Search: Full-text search across all product fields
- Brand filter: Filter by brand name
- Product Type: Show specific product categories
- Enrichment Status: pending, in_progress, completed, failed
- Publication Status: Published or unpublished
- Date Range: Filter by creation or update date
Product Detail Page
Click any product to view its complete details:

Detail Sections
- Basic Info: Name, SKU, brand, description
- Images: Product images and gallery
- Attributes: All attribute values organized by category
- Enrichment: Status, score, and enrichment history
- Versions: Complete revision history
Product Enrichment
AI enrichment enhances products with descriptions, attributes, and AI-optimized content. See Enrichment concepts for details on how it works.
Enrichment Status
| Status | Description |
|---|---|
pending | Waiting to be enriched |
in_progress | Currently being processed by AI |
completed | Successfully enriched |
failed | Enrichment encountered an error |
Enriching a Single Product
- Open the product detail page
- Click "Enrich"
- Confirm to start enrichment
- Wait for processing to complete
Enrichment Score
After enrichment, products receive a score (0-100) indicating data quality:
- 90-100: Excellent - comprehensive data found
- 70-89: Good - most attributes populated
- 50-69: Fair - some data found, may need review
- 0-49: Poor - limited data, consider manual entry
Tip:Low scores often indicate the product URL is incorrect or the brand website doesn't have detailed specifications. Try adding a better source URL.
Batch Operations
Select multiple products to perform batch actions:

Available Batch Actions
| Action | Description |
|---|---|
| Batch Enrich | Queue selected products for AI enrichment |
| Export | Export selected products to CSV or other formats |
| Publish/Unpublish | Change publication status |
| Change Type | Reassign to a different Product Type |
| Delete | Remove selected products |
Batch Enrichment
- Select products using checkboxes
- Click "Enrich" in the toolbar
- Confirm the batch operation
- Monitor progress on the Jobs page
Note: Large batch operations run as background jobs. You can continue working while they process.
CSV Upload
Import products directly to the catalog via CSV. Three upload types are available:
Base Product Upload
Import basic product information:
| Column | Required | Description |
|---|---|---|
key | Yes | Unique product key/SKU |
name | Yes | Product name |
brand | No | Brand name |
product_type | No | Product Type key |
description | No | Product description |
url | No | Product page URL |
Features Upload
Import product features/bullet points:
| Column | Required | Description |
|---|---|---|
key | Yes | Product key to match |
feature_1 | No | First feature |
feature_2 | No | Second feature |
| ... | ... | Additional features |
Attributes Upload
Import attribute values:
| Column | Required | Description |
|---|---|---|
key | Yes | Product key to match |
[attribute_key] | No | Value for each attribute |

Exporting Products
Export products to various formats:
- Select products to export (or use "Select All")
- Click "Export"
- Choose the export format
- Configure export options
- Click "Export" to generate the file
Export Formats
| Format | Description | Use Case |
|---|---|---|
| CSV | Comma-separated values | General purpose, spreadsheets |
| Excel | XLSX format | Excel-native workflows |
| JSON | Structured data | API integrations |
Export Options
- Include images: Add image URLs to export
- Include all attributes: Export all attribute values
- Published only: Only export published products

Version History
MerchantOps maintains a complete version history for each product:
- Open the product detail page
- Click the Versions tab
- View the list of all versions
Version Features
- View: See what the product looked like at any point
- Compare: Compare two versions side-by-side
- Revert: Roll back to a previous version
- Audit: See who made changes and when

Editing Products
To edit a product:
- Open the product detail page
- Click "Edit"
- Modify fields as needed
- Click "Save Changes"
Each save creates a new version, so you can always revert changes.
Deleting Products
To delete products:
- Select the product(s) to delete
- Click "Delete"
- Confirm the deletion
Warning: Deleted products are permanently removed and cannot be recovered. Consider exporting before deleting.
Best Practices
Data Quality
- Review enrichment scores: Products with low scores may need manual attention
- Verify AI content: Spot-check enriched descriptions for accuracy
- Complete required attributes: Ensure all required fields are populated
Workflow
- Use filters effectively: Create filter presets for common workflows
- Batch when possible: Use batch operations for efficiency
- Export regularly: Keep backups of your catalog data
Next Steps
Continue managing your catalog:
- Monitor enrichment jobs for batch operations
- Add attributes to capture more product data
- Import more products from vendor files