1 Upload File
2 Map Columns
3 Validate Rows
4 Review & Submit

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AI-Assisted Column Mapping

AI Mapped

We've automatically matched your file's column headers to our standard fields. Review and adjust any mappings that need correction.

Your Column Maps To Confidence Sample Value
Item Description 98% Nitrile Exam Gloves, M
Part # 95% MFR-44821-M
Unit Cost 97% $14.50
Qty 99% 250
Vendor 82% MedLine Industries
UOM 94% BX/100
Cat 78% PPE

Row Validation Results

Sample data
Valid Rows
1,189
Warnings
42
Errors
16
Row Status SKU Description Price Issue
12 Valid MFR-44821-M Nitrile Exam Gloves, M $14.50
47 Warning SUP-99102 Surgical Drape Kit $0.00 Price is zero — may reduce quality score
83 Valid BIO-7734-XL Biodegradable Waste Bags, XL $22.80
156 Error Missing required fields: SKU, Description, Price
201 Warning CLN-5501 Surface Disinfectant Wipes $8.75 UOM not recognized — defaulting to "EA"
344 Error INV-0012 IV Start Kit abc Price is not a valid number
Showing 6 of 1,247 rows · View all rows
1,189 valid rows ready to submit · 42 warnings (will be included) · 16 errors (will be excluded)

Quality Score Breakdown

Example result
82
Overall Quality Score
Your data quality determines credit earnings
Completeness
All required fields populated (30% weight)
90
Validity
Values conform to expected formats (25% weight)
85
Richness
Optional fields that add benchmark depth (15% weight)
72
Consistency
Uniform formatting across rows (15% weight)
78
Rarity
Data for under-represented categories (15% weight)
68
Access level upgrade! This upload pushed your organization past the Bronze threshold. You now have access to expanded benchmark categories and deeper historical data.