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Description

Robyn is a cutting-edge, open-source Marketing Mix Modeling (MMM) tool created by Meta’s Marketing Science team for experimental purposes. It aims to assist advertisers and analysts in constructing thorough, data-driven models that assess how various marketing channels affect business results, such as sales and conversions, while ensuring privacy through aggregated data. Instead of depending on tracking individual users, Robyn delves into historical time-series data by integrating marketing expenditure or reach information—encompassing ads, promotions, and organic initiatives—with performance indicators to evaluate incremental impacts, saturation effects, and carry-over dynamics. The package utilizes a combination of classical statistical techniques and contemporary machine learning methods; it employs ridge regression to mitigate multicollinearity in complex models, performs time-series decomposition to differentiate between trends and seasonal patterns, and incorporates a multi-objective evolutionary algorithm for optimization. This innovative approach allows businesses to gain deeper insights into their marketing effectiveness and make more informed decisions based on robust analysis.

Description

Skai is the best marketing platform for brands that want to plan, activate, and measure growth strategies through the most engaging digital channels. Skai is the only marketing platform that combines data-driven insights with best-of-breed optimizing to help brands make informed decisions, scale up and measure performance across Google and Facebook, Microsoft, Amazon and Walmart, Roundel and Apple Search Ads. Machine-learning algorithms and artificial Intelligence from Skai leverage market signals to help companies predict and keep up with the omnichannel customer journey. Skai is backed by Sequoia Capital and Arts Alliance, Tenaya Capital and Bain Capital Ventures.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Facebook Ads Yes 
Meta Ads Yes 
Adjust No 
AppsFlyer No 
Branch No 
ChannelMix No 
Commanders Act No 
Criteo Commerce Yield No 
Delacon No 
Google Ads No 
Google Analytics No 
Instagram Ads Yes 
Invoca No 
LiveRamp No 
Meta Pixel Yes 
Pinterest No 
Salesforce No 
TUNE No 
Telmetrics No 

Integrations

Facebook Ads Yes 
Meta Ads Yes 
Adjust Yes 
AppsFlyer Yes 
Branch Yes 
ChannelMix Yes 
Commanders Act Yes 
Criteo Commerce Yield Yes 
Delacon Yes 
Google Ads Yes 
Google Analytics Yes 
Instagram Ads No 
Invoca Yes 
LiveRamp Yes 
Meta Pixel No 
Pinterest Yes 
Salesforce Yes 
TUNE Yes 
Telmetrics Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Meta

Founded

2004

Country

United States

Website

facebookexperimental.github.io/Robyn/

Vendor Details

Company Name

Skai

Founded

2006

Country

United States

Website

skai.io

Product Features

Product Features

PPC

A/B Testing No 
Account Alerts No 
Analytics / ROI Tracking No 
Bid Management No 
Budget Management No 
Campaign Management No 
Conversion Tracking No 
Google / Bing Ads No 
Keyword Research Tools No 
Keyword Tracking No 
Landing Pages / Web Forms No 
URL Builder No 

Predictive Analytics

AI / Machine Learning No 
Benchmarking No 
Data Blending No 
Data Mining No 
Demand Forecasting No 
For Education No 
For Healthcare No 
Modeling & Simulation No 
Sentiment Analysis No 

Search Engine Marketing (SEM)

A/B Testing No 
Account Alerts No 
Analytics / ROI Tracking No 
Bid Management No 
Budget Management No 
Campaign Management No 
Conversion Tracking No 
Google / Bing Ads No 
Keyword Research Tools No 
Keyword Tracking No 
Landing Pages / Web Forms No 
URL Builder No 

Social Media Advertising

Ad Buying No 
Ad Creation No 
Bulk Advertising No 
Campaign Management No 
Collaboration Tools No 
Comment / Reply Moderation No 
Digital Asset Management No 
Reporting / Analytics No 
Retargeting No 
Roles / Permissions No 

Alternatives

Alternatives