Causality Engine is a SaaS product that provides causal attribution for ecommerce businesses using Google Analytics 4 (GA4).

Overview

Causality Engine helps businesses understand which marketing channels are actually driving revenue, rather than just claiming credit for sales. The platform uses a proprietary causal-inference model to separate incremental revenue from would-have-happened-anyway revenue, per channel.

Key Features

• Causal attribution: Understand which channels are actually driving revenue
• Incrementality testing: Measure the impact of marketing campaigns on sales
• Marketing mix modeling: Analyze the effectiveness of different marketing channels
• Automated GA4 ingestion: No manual upload required
• Chatbot for ad-hoc questions: Get answers to your attribution questions in real-time

How It Works

1. Export your GA4 data
2. Upload the CSV to Causality Engine
3. The platform runs the causal-inference model
4. Get per-channel causal answers with confidence intervals

Benefits

• Accurate attribution: Understand which channels are actually driving revenue
• Data-driven decisions: Make informed decisions about marketing budget allocation
• Cost savings: Avoid wasting budget on ineffective channels

Use Cases

• Ecommerce businesses using GA4
• Marketing teams looking to optimize budget allocation
• Agencies managing multiple ecommerce clients

Integrations

• Google Analytics 4
• Shopify

Pricing Overview

Causality Engine offers a one-time analysis for €99, as well as a Pro plan for €299/month. The Pro plan includes continuous causal attribution, automated GA4 ingestion, and a chatbot for ad-hoc questions.