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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.

At a glance

Category
Productivity
Best for
Google Sheets users, Data operations roles, Users managing non-uniform datasets
Pricing
Goodlookup is available via a yearly subscription costing US $15 per year.
Key use cases
Cross-Sheet Record Linking, Topic Clustering, Concept Mapping
Integrations
Google Sheets
Official website
www.goodlookup.com/
Screenshot of Goodlookup website

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.

Best For

Google Sheets usersData operations rolesUsers managing non-uniform datasets

Integrations

Google Sheets

Pricing

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

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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Goodlookup: Semantic Matching for Google Sheets – AI Tools for Business