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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 

Screenshots View All

Screenshots View All

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 
Pinterest Yes 
Shopify Yes 
Snapchat Yes 
TikTok Yes 
X (Twitter) Yes 

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 
Pinterest No 
Shopify No 
Snapchat No 
TikTok No 
X (Twitter) No 

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 

Product Features

Alternatives

Alternatives

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