مُعيّن أعمدة CSV الذكي
يُعيّن الذكاء الاصطناعي أعمدة CSV تلقائياً لحقول منتجاتك. اكتشاف الرؤوس وأخذ عينات البيانات وحل أسماء الأعمدة غير القياسية.
CSV Mapper
15 columns
12 auto-mapped
Multi-language
95% confidence
Templates saved
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المميزات
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.
كيف يعمل
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.
مثال
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
أسئلة شائعة
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.