AI TOOL PROFILE
Goodlookup: Semantic Text Matching for Google Sheets
- Productivity
- Data Integration
- Google Sheets users
- Data operations roles
- Users managing non-uniform datasets
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
- Official website
- Visit Goodlookup official website

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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