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About

Goodlookup is a smart function for spreadsheet users. It’s a pre-trained model that has the intuition of GPT-3 and the join capabilities of fuzzy matching. Use it like vlookup or index match to speed up your topic clustering work in google sheets! The main limitation of traditional fuzzy matching is that it doesn’t take into consideration similarities outside of the strings. Topic clustering requires semantic understanding. Fortunately, recent advances in NLP technology have unlocked new possibilities with text data. Goodlookup is a smart function for spreadsheet users that gets very close to semantic understanding. Goodlookup can match similar text the way a human would. Goodlookup can match semantic relationships, synonyms, and even cultural similarities between text strings. It doesn’t try to replace fuzzy matching, it’s simply a new tool for your data ops repertoire.

About

ModelMonkey is an AI-powered spreadsheet assistant that integrates directly into Google Sheets and Microsoft Excel to help you analyze data, write and update formulas, build financial models, clean and automate workflows, and generate insights without manual formula writing or coding. You interact with your spreadsheet using plain-English commands while ModelMonkey reads your sheet’s structure, understands relationships and data flow, plans changes, shows what it will do for review, and then applies edits with explanations and one-click undo, avoiding black-box automation. It is powered by Claude Sonnet 4.5 and supports tasks like complex financial modeling (three-statement models, DCFs), trend analysis, data cleaning, integration with external data sources (including PostgreSQL), and dynamic formula generation, all with enterprise-grade encryption and zero data retention.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Spreadsheet users searching for a complete AI Productivity solution

Audience

Spreadsheet users like financial analysts, data analysts, and business professionals seeking a tool to automate complex modeling, analysis, and data workflows

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$15 per year
Free Version Not Supported
Free Trial Not Supported

Pricing

$20 per month
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Goodlookup
www.goodlookup.com

Company Information

ModelMonkey
United States
modelmonkey.io

Alternatives

Alternatives

matchit

matchit

360Science

Categories

AI Productivity Supported
AI Spreadsheet Supported
AI Tools Supported
Spreadsheet Supported

Categories

AI Spreadsheet Supported
Spreadsheet Supported

Integrations

Google Sheets Supported
Claude Sonnet 4.5 Not Supported
Claude Sonnet 4.6 Not Supported
Microsoft Excel Not Supported
PostgreSQL Not Supported

Integrations

Google Sheets Supported
Claude Sonnet 4.5 Supported
Claude Sonnet 4.6 Supported
Microsoft Excel Supported
PostgreSQL Supported
Claim Goodlookup and update features and information
Claim Goodlookup and update features and information
Claim ModelMonkey and update features and information
Claim ModelMonkey and update features and information