Field type mismatches occur because the Salesforce Data Connector poorly handles diverse field types, corrupting currency formatting, making multi-select picklists unreadable, and importing dates incorrectly.
Here’s how to import Salesforce data with proper field type recognition and formatting that preserves data integrity.
Import Salesforce data with proper field formatting using Coefficient
Coefficient eliminates field type problems with intelligent field type handling that automatically detects and properly formats all Salesforce field types, from currency and dates to complex picklists and formula fields.
How to make it work
Step 1. Import data using “From Objects & Fields” for automatic field recognition.
This method ensures Coefficient reads the Salesforce schema directly and applies proper formatting for each field type. Currency fields maintain decimal places, dates import correctly, and picklists remain structured.
Step 2. Set up dynamic filters with proper field type matching.
Use the correct operators for each field type: numeric operators for number fields, contains/starts with for text fields, relative date filters like THIS_WEEK or LAST_MONTH for date fields, and True/False dropdowns for boolean fields.
Step 3. Configure picklist and multi-select handling.
Multi-select picklist values import as properly structured text that you can filter and analyze. Use the multi-select options in dynamic filters to choose from available picklist values rather than typing them manually.
Step 4. Preserve Google Sheets formulas alongside Salesforce data.
Use Formula Auto Fill Down to maintain your Google Sheets formulas while importing Salesforce data. This feature preserves your custom calculations and formatting while ensuring Salesforce field types remain intact.
Step 5. Track data lineage with automatic timestamps.
Enable “Written by Coefficient At” timestamps to track when data was imported and maintain data integrity across refreshes. This helps identify any field type issues that might arise over time.
Stop cleaning up corrupted field data
Field type mismatches create hours of manual cleanup work and introduce errors into your analysis. Coefficient’s intelligent field handling ensures your Salesforce data imports correctly the first time, every time. Start importing properly formatted data today.