Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Identify underperforming campaigns to swiftly reallocate your advertising budget according to your simulation outcomes while staying within your total budget. Our approach employs a windowless measurement method rooted in probabilistic analysis, utilizing time-series data from both your ecommerce platform and various marketing channels to pinpoint the factors that truly influence performance. By analyzing your brand's historical metrics, you can predict the revenue and return on ad spend (ROAS) for your campaigns at any adjusted budget level before making any changes. Integrate all of your marketing channels in a mere 10 minutes with our straightforward, one-time setup process. Within 48 hours, you'll receive valuable insights that can inform your strategy. Additionally, marketers can assess and compare the effects of cross-channel awareness on organic searches, direct traffic, and other campaigns, enabling a comprehensive understanding of their marketing ecosystem. This approach empowers brands to make data-driven decisions that enhance overall effectiveness.
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.
API Access
Has API
No
API Access
Has API
No
Integrations
Facebook
Yes
Amazon S3
Yes
Facebook Ads
No
Google Ads
Yes
Google Analytics
Yes
Instagram
Yes
Instagram Ads
No
Klaviyo
Yes
Meta Ads
No
Meta Pixel
No
Integrations
Facebook
Yes
Amazon S3
No
Facebook Ads
Yes
Google Ads
No
Google Analytics
No
Instagram
No
Instagram Ads
Yes
Klaviyo
No
Meta Ads
Yes
Meta Pixel
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
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
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Prescient AI
Founded
2019
Country
United States
Website
www.prescient-ai.io
Vendor Details
Company Name
Meta
Founded
2004
Country
United States
Website
facebookexperimental.github.io/Robyn/
Product Features
Marketing Analytics
A/B Testing
No
Campaign Management
No
Channel Attribution
No
Customer Journey Mapping
No
Dashboard
No
Performance Metrics
No
Predictive Analytics
No
ROI Tracking
No
Social Media Metrics
No
Website Analytics
No