
Measured.com
BlueAlpha.ai
MixModeler
Lifesight.io
Forvio
OptiMine
Google Ads
Marketing Measurement you can Actually Trust

Profound
AI marketing platform for brands.
Which is more popular?
Based on our record, Cassandra seems to be more popular. It has been mentioned 1 time since March 2021.
Website, pricing, platforms and company facts side by side.
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|---|---|---|
| Website | cassandra.app | digraph.dev |
| Pricing | — | |
| Company | Startup from Italy · 10 - 19 employees · 2025 | Startup from the United States · 1 - 9 employees |
| Listed in |
In their own words, as submitted to SaaSHub.


Cassandra is a Marketing Measurement Platform that allows marketing team to measure the true incremental ROI of their marketing investments, forecast future sales and simulate investment scenarios to maximize sales.
Digraph is an AI marketing platform for brands. It brings together AI research, market intelligence, website and campaign analysis, specialist AI workflows, and marketer-led guidance to help teams understand what shapes buyer decisions and what to do next. Teams can measure how AI systems...
What each product offers, as listed by its team.


No features have been listed yet.
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Cassandra and Digraph.dev. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Cassandra Plan your media with a budget allocator that tells you how much and where to spend to maximize your sales. Https://cassandra.app/. Source: over 3 years ago
Tracking Digraph.dev since Oct 2026.
When comparing Cassandra and Digraph.dev, you can also consider the following products.

Measured incrementality measurement informs cross-channel media investment decisions, providing source-of-truth reporting and a privacy-compliant data warehouse to store and maintain marketing data.
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Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.
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BlueAlpha equips marketing leaders with the tools to maximize growth and ROI, by accurately measuring the true incrementality of campaigns and providing intelligent budget allocation recommendations.
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No-code MMM: Measure the true marketing ROI
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Lifesight is an agentic Unified Marketing Measurement (UMM) platform that helps you grow by showing the incremental impact of every channel, so you invest in what actually drives revenue, not what ad platforms report.
Compare Lifesight.io to Cassandra or Digraph.dev:

All-in-one marketing measurement platform unifying MMM, Geolift testing, and causal attribution, revealing hidden growth opportunities and guiding smarter ad investments for marketers.
Compare Forvio to Cassandra or Digraph.dev: