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Practical guides on fuzzy matching and cleaning messy data. No fluff.
Fuzzy Matching in Google Sheets: Why There's No Built-In Solution (And What to Use Instead)
Google Sheets doesn't have native fuzzy matching. Here's why, what workarounds exist, and what to use when you need to match company names.
How to Match and Merge Two Company Lists From Different Spreadsheets
Need to combine two company lists from different sources? Here's how to match records even when company names don't match exactly.
How to Clean Your CRM Data Before Importing (The Step Most Teams Skip)
Most CRM migrations fail because teams skip data cleaning. Here's a practical guide to preparing your company data before importing.
Fuzzy Matching Explained: How to Match "Acme Corp" to "ACME Corporation" Without Writing Code
What is fuzzy matching and how does it work? A plain-English guide to matching company names without being a programmer.
How to Remove Duplicate Company Names From a CSV File (Even When They Don't Match Exactly)
Excel's Remove Duplicates misses most real-world duplicates. Here's what actually works when company names are spelled differently.
Why VLOOKUP Can't Match Company Names (And What Actually Works)
VLOOKUP needs exact matches. Company names never match exactly. Here's why it fails and what to use instead.