Goodlookup

Goodlookup delivers AI language model benefits to spreadsheet users, simplifying data handling.

About Goodlookup

Goodlookup is a Google Sheets add-on that extends fuzzy matching with a pre-trained language model. It is meant for spreadsheet users who need to link or cluster data where naming conventions are inconsistent. The vendor says it can match semantic relationships, synonyms and cultural similarities between text entries, which supports tasks such as topic clustering and record linking. It is installed from the Google Workspace Marketplace and is sold as a yearly subscription at US $15 per year.

Best for: spreadsheet users, data analysts, researchers, business professionals

Key features

Uses a pre-trained language model for advanced text matching in spreadsheets
Matches semantic relationships, synonyms, and cultural similarities between text strings
Integrates as a function in Google Sheets via the Google Workspace Marketplace

Use cases

Linking records with inconsistent naming conventions across spreadsheets
Clustering topics based on semantic similarity in Google Sheets

Pros

Matches text by meaning, not only by spelling, which suits inconsistent naming.

Limitations

Requires a paid yearly subscription to use

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