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“Supermetrics is a Bitter Experience! We can pull data from nearly any tool, schedule updates, manipulate data in Sheets, and push data back into our systems.”
Measuring Salesforce data accuracy rates across critical business fields doesn’t require specialized software. You can build comprehensive accuracy measurement using native comparison methods with live data connections.
This approach provides synchronized data access that eliminates timing issues while enabling sophisticated accuracy calculations without manual exports.
Measure field accuracy rates using Coefficient
Coefficient enables accurate data accuracy measurement by providing live access to source system data where native comparison and calculation methods can determine accuracy rates across critical fields. The synchronized data access ensures accuracy comparisons use current, consistent data states.
How to make it work
Step 1. Set up multi-source comparison imports.
Import the same records from different Salesforce objects or reports to compare field values and identify discrepancies. Use Coefficient’s custom SOQL query capability for complex accuracy comparisons across related objects.
Step 2. Build accuracy rate calculations.
Create field consistency checks using =IF(A2=B2,”Match”,”Mismatch”) for comparing related field values. Add format accuracy with =IF(LEN(A2)=expected_length,”Accurate”,”Inaccurate”). Calculate accuracy percentages using =COUNTIF(range,”Match”)/COUNTA(range)*100 and threshold compliance with =IF(A2>=minimum_value,”Accurate”,”Below_Standard”).
Step 3. Prioritize critical field accuracy.
Focus accuracy measurement on business-critical fields by using Coefficient’s filtering to import only high-priority records and fields. This ensures your accuracy metrics focus on the data that matters most to business operations.
Step 4. Track accuracy improvements over time.
Combine with Coefficient’s Snapshots to track accuracy improvement over time and measure the effectiveness of data quality initiatives. This creates historical accuracy metrics for trend analysis.
Start measuring accuracy automatically
Automated accuracy measurement eliminates timing issues and version mismatches while providing real-time visibility into field-level accuracy across critical business data. Begin measuring your data accuracy today.
