MUNKIIIntelligence & business services

INSPECT THE DELIVERABLE

What a CSV cleanup returns.

This eight-row demonstration uses fictional companies and example email addresses. It shows the output format and conservative review rules; it is not a customer result or a performance claim.

Every input record is accounted for
FileRecordsPurpose
Original input8Preserved unchanged.
Clean records2Passed the checks used in this demonstration.
Review records5Missing or malformed email, or repeated email needing a decision.
Duplicates1Exact match after normalisation, separated with a reference to the retained row.

Download and compare

Original CSVClean CSVReview CSVDuplicates CSVChange log

The change log records two field-format changes. Source-row references connect output records to the original. Formula-like cells are escaped in exported files. Review flags remain visible rather than being silently resolved.

What this does not prove: email syntax checks do not verify inbox existence or delivery. This service does not enrich records, merge approximate matches or import into your CRM. Your team reviews flagged records before use.

See it on your own sample.

Request a free 25-row sample. We agree the scope and private transfer method before you send customer data. If the output is useful, the full cleanup is $179 for one accepted CSV of up to 2,000 rows and 20 columns.

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