Robyn

Robyn

Meta
+
+

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About

Robyn is an open source, experimental Marketing Mix Modeling (MMM) package developed by Meta’s Marketing Science team. It’s designed to help advertisers and analysts build rigorous, data-driven models that quantify how different marketing channels contribute to business outcomes (like sales, conversions, or other KPIs) in a privacy-safe, aggregated way. Rather than relying on user-level tracking, Robyn analyzes historical time-series data, combining marketing spend or reach data (ads, promotions, organic efforts, etc.) with outcome metrics, to estimate incremental impact, saturation effects, and carry-over (adstock) dynamics. Under the hood, Robyn blends classical statistical methods with modern machine learning and optimization; it uses ridge regression (to regularize against multicollinearity in many-channel models), time-series decomposition to isolate trend and seasonality, and a multi-objective evolutionary algorithm.

About

SparkBeyond Discovery autonomously analyzes complex data, finding answers to business problems where you wouldn't think to look. Seamlessly integrate external data into your search space for a better grip on the real influencers of outcomes, and get a holistic perspective of your business reality. Move analytics projects beyond the experimental by interacting with data and insights in natural language, allowing a deeper alliance between analytics and business stakeholders. Future-proof the hard-won benefits of the analytics process by keeping an evergreen cycle of inputs and outputs. The world shifts, and so should your insights. From time-series to geo-spatial data, auto-connect most data in their raw, granular form, without writing a single line of code. See the bigger picture by integrating our curated database of world knowledge (maps, Wikipedia, demographics) or network of 3rd-party data providers.

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

Marketing teams, data scientists, and analysts interested in a solution to measure real incremental impact, attribute performance across channels, and optimize budget allocation in a transparent, privacy-compliant way

Audience

Data professionals looking for an AI analytics solution to generate better business insights

Support

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

Support

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

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not 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 Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Meta
Founded: 2004
United States
facebookexperimental.github.io/Robyn/

Company Information

SparkBeyond
Founded: 2013
Israel
www.sparkbeyond.com

Alternatives

Alternatives

Categories

Categories

Data Analysis Supported

Data Analysis Features

Data Discovery Supported
Data Visualization Supported
High Volume Processing Not Supported
Predictive Analytics Supported
Regression Analysis Not Supported
Sentiment Analysis Not Supported
Statistical Modeling Not Supported
Text Analytics Not Supported

Integrations

Amazon Web Services (AWS) Not Supported
BizDataX Not Supported
Facebook Supported
Facebook Ads Supported
Google Analytics Not Supported
Google Sheets Not Supported
Hitachi Content Platform Not Supported
Instagram Ads Supported
Meta Ads Supported
Meta Pixel Supported
Microsoft 365 Not Supported
Microsoft Excel Not Supported
StarMeUp Not Supported

Integrations

Amazon Web Services (AWS) Supported
BizDataX Supported
Facebook Not Supported
Facebook Ads Not Supported
Google Analytics Supported
Google Sheets Supported
Hitachi Content Platform Supported
Instagram Ads Not Supported
Meta Ads Not Supported
Meta Pixel Not Supported
Microsoft 365 Supported
Microsoft Excel Supported
StarMeUp Supported
Claim Robyn and update features and information
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