About Coefficient
Coefficient is a tool that connects Google Sheets and Microsoft Excel to over 100 data sources including Salesforce, QuickBooks, Snowflake, and HubSpot. It allows users to build live dashboards and automate spreadsheet tasks using AI agents.
The product is aimed at go-to-market teams such as revenue operations, marketing, finance, and BI & analytics. It offers pre-built dashboards, AI tools like a Sheets Assistant and SQL Query Builder, and supports both cloud and self-hosted data sources.
Key features
- Connects spreadsheets to 150+ integrations including CRM, marketing, BI, database, and finance systems
- AI agents for syncing data, modeling, building dashboards, and alerting on changes
- Browser agent to scrape data from any website without an API
- API agent to build custom integrations for internal tools and niche apps
- Sheets Assistant for cleaning data, modeling with AI, creating pivots, and formatting
Good fit for
- Automating data workflows and reporting for revenue operations
- Building live dashboards for marketing, finance, and BI teams
- Replacing hand-built spreadsheets with live, synced dashboards
Coefficient: questions and answers
- What is Coefficient used for?
- Coefficient connects spreadsheets to data sources and provides AI-powered dashboards and automation. It is a good fit for automating data workflows and reporting for revenue operations; building live dashboards for marketing, finance, and BI teams; and replacing hand-built spreadsheets with live, synced dashboards.
- Is Coefficient open source?
- No. Coefficient is proprietary (closed-source) software. In the Analytics category, open-source options include Umami, Plausible and Matomo.
- What are some alternatives to Coefficient?
- Coefficient competes with Julius AI.
Open-source alternatives to Coefficient
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Umami
Analytics
Umami is a privacy-first analytics platform. Traffic, campaigns, behavior, conversions, an
MITvs Google Analytics★ 39k
Plausible
Analytics
Plausible is a lightweight and open-source Google Analytics alternative. Your website data
AGPL-3.0vs Google Analytics★ 29k
Matomo
Analytics
Popular analytics tools can miss up to 40% of traffic. Matomo delivers accurate, GDPR-comp
GPL-3.0vs Google Analytics★ 22k
QGIS
Analytics
QGIS is a free, open source, cross platform (lin/win/mac) geographical information system
GPL-2.0vs ArcGIS★ 15k
Rybbit
Analytics
Open source, cookieless web & product analytics with an 11 KB script and one readable
AGPL-3.0vs Google Analytics★ 13k
OpenPanel
Analytics
OpenPanel is an open-source web and product analytics platform, an open-source alternative
AGPL-3.0vs Mixpanel★ 7.1k
SaaS alternatives to Coefficient
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Julius AI
AI Tools
Ask questions of spreadsheets and data files and get charts and analysis back
SaaS
Analytics Mates
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AI analytics platform for reasoning about Google Analytics data, with a free GA4 audit
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MonkeyLearn
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Experience management platform for customer and employee feedback
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Sourcetable
AI Tools
AI-powered spreadsheet for data analysis, financial modeling, and reporting
SaaS
Chartsy
BI & Dashboards
Customizable subscription analytics dashboards where you chat with your data and save charts
SaaS
CleanChart
BI & Dashboards
Cleans messy data and turns it into presentation-ready charts
SaaS

