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 quality scan

Auto-fix issues

Consistency check

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Data Validator

📊3,000 scanned2.1 MB↓

📄45 critical3.4 MB↓

📋234 warnings1.8 MB↓

✓ 312 auto-fixable — Score: 78/100

Tính năng

Scanned 3,000

Critical 45

Warning 234

Missing Field Detection

Find products with empty descriptions, missing prices, no images, or incomplete attributes. Prioritized by impact on sales.

Missing fields ✓

Format check ✓

Invalid values ✓

Auto-fix ready ✓

Format Consistency

AI detects format inconsistencies: "10 kg" vs "10kg" vs "22 lbs" — standardizes units, currencies, and naming across your catalog.

Data Quality 78/100

Invalid Value Detection

Catch impossible values: negative prices, future manufacture dates, descriptions shorter than 10 characters. AI flags and suggests fixes.

Before 660 issues found

After 312 auto-fixed

Auto-Fix Engine

For common issues (formatting, casing, units), AI auto-fixes. For content issues (missing descriptions), AI generates. Review before applying.

Cách hoạt động

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.

Xem thực tế

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

Câu hỏi thường gặp

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.

Công cụ liên quan

Data Merge

Source A: 500Source B: 480460 matched20 new34 conflicts resolved

Quality86/100

Product Data Merger

Merge product data from multiple sources into a single clean catalog. Combine Shopify export + supplier CSV + image folder into one unified dataset.

📊

products.csv

247 rows · 4 columns mapped

TitleSKUPriceDescription

Wireless HeadphonesWH-001$299✓

Cotton T-ShirtCT-042$29✓

Water BottleWB-103$24✓

✓ Import complete 247 products added

Công cụ nhập và xuất CSV sản phẩm

Nhập toàn bộ danh mục sản phẩm qua CSV hoặc Excel và xuất mô tả đã tạo. Tích hợp dễ dàng với bất kỳ nền tảng thương mại điện tử nào.

Duplicate Scan

45 exact dupes120 near-dupes

Duplicate Content Detector

Scan your product catalog for duplicate and near-duplicate descriptions. AI identifies copy-paste content, similar phrasing, and cannibalized keywords across products.

Clean Up Your Catalog

Find and fix data quality issues across all products. Free tool.

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