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Goodlookup: Semantic Text Matching for Google Sheets

Goodlookup helps business users link data across multiple sheets when naming conventions are not uniform. It is designed for users who need to cluster topics or connect related strings based on meaning rather than exact text matches.

Pricing

Goodlookup is available via a yearly subscription costing US $15 per year.

At a glance

Best for
Google Sheets users, Data operations roles, Users managing non-uniform datasets
Key use cases
Cross-Sheet Record Linking, Topic Clustering, Concept Mapping
Integrations
Google Sheets
Visit GoodlookupGoodlookup software interface screenshot

How AI is used

Goodlookup is an add-on for Google Sheets designed to handle text-to-text record linking. It functions similarly to VLOOKUP or INDEX MATCH but incorporates semantic understanding, which may help identify relationships between words that are not identical in spelling but are related in meaning.

This tool is for spreadsheet users who manage data from multiple sources where naming is inconsistent. By utilizing a pre-trained model with GPT-3-like intuition, it can identify synonyms and cultural similarities between strings, such as linking a person's name to their sport.

Buyers should note that the tool requires a yearly subscription and installation through the Google Workspace Marketplace. It is intended as a tool for data operations and topic clustering.

Key Features

  • Semantic Text Matching

    Identifies relationships between strings based on meaning and synonyms.

  • Fuzzy Matching Join

    Supports joining datasets that lack uniform naming conventions.

  • Match Scoring

    Includes a score that indicates the intensity of neighboring words in the vector space for each match.

  • Topic Clustering Support

    Supports organizing related strings and concepts into clusters based on semantic similarity.

  • Google Sheets Integration

    Functions as a custom function within Google Sheets via the Workspace Marketplace.

Use Cases

  • Cross-Sheet Record Linking

    Linking data across multiple spreadsheets where names or labels are not identical.

  • Topic Clustering

    Grouping related text strings together based on semantic meaning.

  • Concept Mapping

    Matching specific names to broader concepts, such as linking an athlete to their professional sport.

Integrations

  • Google Sheets

FAQ

How does Goodlookup differ from standard VLOOKUP?

While VLOOKUP requires exact or near-exact matches, Goodlookup uses a pre-trained model to find semantic relationships and synonyms, which may help link conceptually related terms.

How is Goodlookup installed?

Users must subscribe and then install the tool from the Google Workspace Marketplace.

What is the cost of Goodlookup?

The service is available for a yearly subscription of US $15 per year.

Source category: Productivity

Source subcategory: Data Integration

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