Average Ratings 0 Ratings
Average Ratings 1 Rating
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
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
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
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