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Goodlookup is a smart function for spreadsheet users that combines the intuition of GPT-3 with the join capabilities of fuzzy matching. It is designed to help users speed up their topic clustering work in Google Sheets. With Goodlookup, users can match similar text the way a human would, including semantic relationships, synonyms, and cultural similarities. It is a new tool for data ops repertoire that helps solve text-to-text record linking problems.

Goodlookup is not a replacement for fuzzy matching, but rather a complementary tool that leverages recent advances in NLP technology to provide a higher level of semantic understanding. It can match longer strings to longer strings with higher scores, indicating the intensity of the neighboring words in the vector space.


  • Intuitive function for spreadsheet users
  • Combines GPT-3 intuition with fuzzy matching capabilities
  • Matches similar text with semantic understanding
  • Matches synonyms and cultural similarities
  • Complementary tool for data ops repertoire

Use Cases

  • Topic clustering in Google Sheets
  • Text-to-text record linking
  • Speeding up data operations

Suited For

  • Spreadsheet users
  • Data analysts
  • Data scientists