---
# Real Time Demand Generation Attribution | MTA Models
**URL:** https://www.sigmoid.com/case-studies/real-time-demand-generation-attribution/
Date: 2020-09-29
Author: Sigmoid
Post Type: page
Summary: Enabling fully automated reports & 15% lift in new user conversion using MTA and MMM Built a system to measure drivers of...Read More...
Featured Image: https://www.sigmoid.com/wp-content/uploads/2023/02/real-time-demand-generation-attribution-cs-thumbnail-opt.jpg
---
# Enabling fully automated reports & 15% lift in new user conversion using MTA and MMM
[fluentform id="59"]
Built a system to measure drivers of incremental traffic to product display pages, and helped optimize ad spends while also enabling the generation of fully automated reports
### Business Challenges
The client is a leading brand in the pet food segment and witnessed a major shift in consumer buying behavior. They faced the following challenges:
- No clear way of generating insights for better spend management and new customer journey
- It was challenging to identify the most relevant KPIs for campaign effectiveness measurement
- Their current MMM reports were manual and only being generated quarterly requiring the need for automated reports
### Sigmoid Solution
Sigmoid scoped the data, carried data ingestion from multiple sources, reviewed the tagging strategy, and optimized customer journeys. We reduced data size and requirement for data sources for faster Marketing Mix Modeling reports building. We built attribution of traffic to products pages, to learn the impact of fast-moving marketing channels and carried natural experiments analysis based on ANOVA methodology.
[Download case study](#ip-cs-Form)
### Business Impact
Our MTA and MMM solution resulted in a 15% increase in new user conversion and enabled the generation of fully automated reports on a monthly basis.
## Relevant Case Studies
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[Read blog](https://www.sigmoid.com/blogs/role-of-data-analytics-in-cpg-companies-in-the-covid-era/)
#### [Global COVID-19 Scenario: A Data Scientist’s Perspective (Part 1)](https://www.sigmoid.com/blogs/global-covid-19-scenario-a-data-scientists-perspective-part-1/)
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[lc_get_post post_type="lc_section" slug="find-out-footer-common-cta"]
---
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