Descriptra

Ürün Veri Temizleyici ve Normalleştirici

İçeri aktarılan ürün verilerinizde eksik alanları, tutarsız formatlamayı, yinelenen SKU'ları ve kodlama sorunlarını tespit edip düzeltin.

Eksik alan tespiti
Yinelenen kaldırma
Format normalleştirme

Veri Denetim

M
T
W
T
F
S
S
15
16
17
18
19
20
21
22
23
24
25
26
27
28
23 eksik başlık8 yinelenen SKU

Özellikler

Eksik 23
Yinelenen 8
Format 142

Missing Field Detection

AI scans your catalog for empty titles, missing SKUs, blank descriptions, and incomplete product data. Highlights gaps before you generate.

Başlıklar kontrol ✓
SKU doğrulandı ✓
Kodlama düzeltildi ✓

Duplicate SKU Finder

Identifies duplicate SKUs, near-duplicate titles, and potential product overlaps that could cause catalog confusion.

Veri Kalitesi 72/100

Format Normalization

Inconsistent capitalization, mixed units (cm/inches), price format variations — AI normalizes everything to your preferred standard.

Before 271 sorun bulundu
After Temizlik sonrası 0 sorun

Encoding Fix

Broken characters, HTML entities in text, Unicode issues — AI detects and fixes encoding problems from CSV imports.

Nasıl Çalışır

1

Upload or Select Catalog

Upload CSV/Excel or select an existing imported catalog to clean.

2

Run Data Audit

AI scans all products for issues across all fields.

3

Review & Apply Fixes

See all issues categorized by severity. Apply fixes individually or in bulk.

Uygulamada Görün

Data Cleaning

Input

Catalog with 500 products imported from mixed sources

Output

Data Quality Report: 🔴 Critical: 23 products missing titles 🔴 Critical: 8 duplicate SKUs found 🟡 Warning: 67 products missing images 🟡 Warning: 142 inconsistent price formats ($XX vs XX.XX) 🟢 Info: 31 products with HTML entities in text Auto-fix available for 271 of 271 issues. Apply all?

Sıkça Sorulan Sorular

Does it fix issues automatically?

It suggests fixes for all detected issues. You can apply them individually, by category, or all at once with one click.

Does it handle encoding issues?

Yes. Broken characters, HTML entities, and Unicode problems from CSV imports are detected and fixed.

Clean Data = Better Content

Fix data issues before generating. Free data cleaner.