# Fix Product Data

## Before It Breaks Sales

Autonomous AI agents that work 24/7 to detect errors, fill gaps, and validate product content with precision, eliminating slow manual cleanup and keeping your data sales-ready.

### How Quality Control Agents Protect Your Sales

Always-on virtual workers keep product data clean and accurate, so product listings build trust, sell faster, cut churn, and reduce rework for your team.

### Detect Errors Instantly

Automatically scan your full product catalog to catch typos, missing fields, broken formats, and inconsistencies that human teams miss. Reduce manual cleanup and keep data accurate.

### Auto-Complete Missing Data

AI fills in empty values, standardizes units, harmonizes attribute formats, and corrects encoding issues from supplier spreadsheets. Get clean, complete product data without scripts or tedious edits.

### Channel-Specific Validation

Ensure your product data meets the specific requirements of each sales channel. Agents validate format rules, mandatory fields, and technical specifications automatically.

### Fix Supplier Data Chaos

Transform messy supplier feeds into clean, standardized data. Agents correct formatting inconsistencies, normalize values, and align data structures with your catalog standards.

### Continuous Monitoring

Quality Control Agents work 24/7, not just one-time fixes. They continuously monitor your catalog, catching new errors as data changes and keeping quality consistently high.

### Prevent Sales Rejections

Avoid costly rejections from marketplaces and retailers. Agents validate data against channel requirements before publishing, ensuring compliance and reducing back-and-forth.

### Multi-Layer Quality Validation

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

# Format Validation

- Detect and fix typos in product names and descriptions
- Validate numeric formats (prices, dimensions, weights)
- Correct encoding issues from supplier files
- Standardize date and time formats

# Completeness Validation

- Identify missing mandatory fields for each channel
- Auto-fill empty values based on product category
- Flag incomplete product sets and variants
- Ensure all required images are present

# Consistency Validation

- Harmonize attribute formats across product families
- Standardize units of measurement (cm, inches, kg, lbs)
- Align brand names and terminology
- Detect conflicting values across related attributes

# Business Rules Validation

- Validate pricing logic and discount calculations
- Check regulatory compliance (CE marks, certifications)
- Enforce category-specific requirements
- Apply custom validation rules in your preferred language

### Transform Messy Supplier Data Automatically

Stop wasting time cleaning up supplier spreadsheets. Quality Control Agents automatically detect and fix common supplier data issues, transforming chaotic feeds into clean, standardized product information.

### How Quality Control Agents Work

Configure once, protect forever. Your Quality Control Agents work autonomously to maintain data integrity.

- **Trigger**: Set when quality checks should run: on import, update, or continuous monitoring
- **Scan**: Agents analyze your catalog for errors, gaps, and inconsistencies across all validation layers
- **Fix**: Automatically correct detected issues or flag them for review based on your preferences
- **Validate**: Verify fixes meet quality standards and channel requirements before publishing

### Launch Products 4x Faster

Clean and prepare product data in minutes instead of weeks. Fix supplier errors, avoid marketplace rejections, and eliminate repetitive reviews to accelerate your time-to-market.

### Transform Product Information with AI

[Try Sales Layer](/content/free-30-day-trial-pim-sales-layer/index.html)