Product Data Validator & Cleaner
Scan your product catalog for data quality issues: missing fields, inconsistent formats, invalid values. AI fixes issues automatically or flags them for review.
Data Validator
✓ 312 auto-fixable — Score: 78/100
機能
Missing Field Detection
Find products with empty descriptions, missing prices, no images, or incomplete attributes. Prioritized by impact on sales.
Format Consistency
AI detects format inconsistencies: "10 kg" vs "10kg" vs "22 lbs" — standardizes units, currencies, and naming across your catalog.
Invalid Value Detection
Catch impossible values: negative prices, future manufacture dates, descriptions shorter than 10 characters. AI flags and suggests fixes.
Auto-Fix Engine
For common issues (formatting, casing, units), AI auto-fixes. For content issues (missing descriptions), AI generates. Review before applying.
使い方
Scan Catalog
AI scans all products for data quality issues across every field.
Review Issues
Issues sorted by severity. Each includes the exact fix needed.
Apply Fixes
Auto-fix formatting issues. Review AI-generated content for missing fields.
実例を見る
Data Validation
Input
Catalog of 3,000 products
Output
Data Quality Report: 🔴 Critical (blocks publishing): — 45 products: missing price — 23 products: no images — 12 products: description < 10 chars 🟡 Warning (hurts SEO): — 234 products: no meta description — 156 products: missing keywords — 89 products: generic titles 🔵 Info (inconsistencies): — 67 products: mixed unit formats — 34 products: inconsistent brand casing Auto-fixable: 312 of 660 issues Data Quality Score: 78/100
よくある質問
How many issues can it auto-fix?
Formatting, casing, and unit inconsistencies are auto-fixed. Content issues (missing descriptions) get AI-generated drafts for review.
Does it catch duplicates?
Basic duplicate detection by SKU/title is included. For advanced duplicate detection, use our Duplicate Content Detector tool.
関連ツール
Clean Up Your Catalog
Find and fix data quality issues across all products. Free tool.