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CNFANS Spreadsheet: Automatically Highlighting High-Risk Sellers

2025-12-13

Efficient supplier management is crucial for successful importing. The CNFANS Spreadsheet empowers you to proactively identify and flag vendors based on key performance indicators, transforming raw data into actionable risk assessments.

The Core Risk Indicators

To systematically evaluate seller risk, focus on these two critical data points:

  • Frequent QC Failures:
  • Recurring Shipment Delays:

How to Set Up Automatic Highlighting

By using conditional formatting and formulas, you can make high-risk sellers instantly visible.

Step 1: Structure Your Data

Organize your spreadsheet with clear columns such as: Vendor ID, Vendor Name, QC Pass Rate (%), On-Time Delivery Rate (%), Total Orders.

Step 2: Define Your Thresholds

Establish clear rules for what constitutes "high-risk". For example:
QC Failure Risk:• Delay Risk:

Step 3: Apply Conditional Formatting

Use your spreadsheet's "Conditional Formatting" feature to apply color coding (e.g., Red or Orange fill) based on your thresholds.

Example rule for "QC Risk" column (assuming data starts row 2):
Format cells if... Less than: 0.95 (or 95%)
Set format to: Red fill, bold white text.

Step 4: Create a Master "Risk Flag" Column

Combine both indicators into a single column for a comprehensive view. Use a formula like:

=IF(OR(C2<0.95, D2<0.9), "HIGH RISK", "Acceptable")
/* Where C2 is QC Pass Rate, D2 is On-Time Delivery Rate */

You can then apply conditional formatting to this master flag column for instant visual scanning.

Key Benefits of Automated Flagging

Proactive Management

Identify issues before placing new orders, allowing for preventive discussions or order adjustments.

Time Efficiency

Eliminate manual data sorting and review. High-risk vendors are highlighted in real-time as data is updated.

Data-Driven Decisions

Move from gut feeling to objective criteria when allocating orders or negotiating terms.

Improved Collaboration

Share clearly formatted sheets with your team, ensuring everyone is aligned on vendor performance.

Best Practices & Maintenance

  • Consistent Data Entry:
  • Review Thresholds Quarterly:
  • Combine with Qualitative Notes:
  • Segment Your List:

Conclusion: