Salesforce export cleanup with AI checklist

Checklist

Raw source material is preserved before AI edits begin.The desired output format is written explicitly.Edge cases, missing values, and exceptions are listed.The first output is reviewed against real examples.The final prompt is stored for reuse.Sensitive or policy-heavy cases get manual review.Identify object type and report goal.List required fields and IDs to preserve.Ask for cleanup, deduplication, and review rules.Keep manual review for ambiguous account matches.

Mistakes to avoid

dropping Salesforce IDs

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

merging accounts too aggressively

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

not separating leads, contacts, and accounts

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

ignoring owner and stage dependencies

Make the prompt more specific, keep the source data visible, and review the output before using it in a live workflow.

Related workflow pages

Use the Salesforce export cleanup with AI prompt builderClean Salesforce CSV exports for reporting, imports, deduplication, and RevOps review workflows.Copy Salesforce export cleanup with AI prompt templatesClean Salesforce CSV exports for reporting, imports, deduplication, and RevOps review workflows.Compare AI tools for Salesforce export cleanup with AIClean Salesforce CSV exports for reporting, imports, deduplication, and RevOps review workflows.Follow the Salesforce export cleanup with AI workflowClean Salesforce CSV exports for reporting, imports, deduplication, and RevOps review workflows.Salesforce export cleanup with AIClean Salesforce CSV exports for reporting, imports, deduplication, and RevOps review workflows.Use the CSV cleanup for SaaS exports with AI prompt builderClean SaaS dashboard exports before monthly reporting, CRM import, customer analysis, or spreadsheet review.