Araçlar
Akıllı CSV Sütun Eşleştirici
AI CSV sütunlarını ürün alanlarınıza otomatik eşler. Başlık algılama, veri örnekleme ile herhangi bir adlandırma kuralında çalışır.
CSV Eşleştirici
15 sütun
12 otomatik eşlendi
Çok dilli
%95 güven
Şablonlar kaydedildi
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Özellikler
AI Header Detection
AI reads CSV column headers and maps them: "item_name" → Title, "desc" → Description, "img_url" → Image. Works with any naming convention.
Data-Based Mapping
When headers are unclear ("col_a"), AI samples actual data values to determine the field: prices, URLs, descriptions identified by content.
Multi-Language Headers
CSV with German, French, or Japanese column names? AI maps them too: "Beschreibung" → Description, "Prix" → Price.
Saved Mapping Templates
Save column mappings as templates for recurring imports. Same supplier, same format → one-click mapping next time.
Nasıl Çalışır
Upload CSV
Upload your CSV file with product data.
AI Mapping
AI reads headers and data, suggests column-to-field mappings.
Review & Import
Review mappings, adjust if needed, import with confidence.
Uygulamada Görün
Column Mapping
Input
Supplier CSV with 15 non-standard columns
Output
CSV Column Mapping: ✓ Auto-mapped (12/15 columns): "item_name" → Product Title "beschreibung" → Description (German detected) "preis_eur" → Price (EUR currency) "gewicht_kg" → Weight "bild_url" → Image URL "ean_code" → Barcode (EAN-13) "farbe" → Color attribute "groesse" → Size attribute "material" → Material attribute "kategorie" → Category "lieferant" → Vendor "verfuegbar" → Availability ⚠️ Need review (3/15 columns): "col_x1" → Suggested: Custom field 1 "anmerkungen" → Suggested: Notes "ref_id" → Suggested: Supplier SKU Confidence: 95% overall
Sıkça Sorulan Sorular
Does it work with non-English headers?
Yes. AI recognizes column names in German, French, Spanish, Turkish, and more — mapping them to English product fields automatically.
Can I save mappings for reuse?
Yes. Save any column mapping as a template. Next time you import from the same supplier, apply the template for instant mapping.