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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

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Facebook Ads
Meta Ads
Adjust
AppsFlyer
Branch
Car Wars
Commanders Act
Criteo Commerce Max
Criteo Commerce Yield
Delacon
FuseCommander
Instagram Ads
Invoca
LiveRamp
Marchex
Oracle BlueKai
Singular
Sizmek Ad Suite
Tableau
TrustCommander

Integrations

Facebook Ads
Meta Ads
Adjust
AppsFlyer
Branch
Car Wars
Commanders Act
Criteo Commerce Max
Criteo Commerce Yield
Delacon
FuseCommander
Instagram Ads
Invoca
LiveRamp
Marchex
Oracle BlueKai
Singular
Sizmek Ad Suite
Tableau
TrustCommander

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

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
Account Alerts
Analytics / ROI Tracking
Bid Management
Budget Management
Campaign Management
Conversion Tracking
Google / Bing Ads
Keyword Research Tools
Keyword Tracking
Landing Pages / Web Forms
URL Builder

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

Search Engine Marketing (SEM)

A/B Testing
Account Alerts
Analytics / ROI Tracking
Bid Management
Budget Management
Campaign Management
Conversion Tracking
Google / Bing Ads
Keyword Research Tools
Keyword Tracking
Landing Pages / Web Forms
URL Builder

Social Media Advertising

Ad Buying
Ad Creation
Bulk Advertising
Campaign Management
Collaboration Tools
Comment / Reply Moderation
Digital Asset Management
Reporting / Analytics
Retargeting
Roles / Permissions

Alternatives

Alternatives