Meet Darwin
Ask Darwin where your budget should go before a dollar is committed. Simulate investment scenarios, stress-test allocations, and identify blind spots using your own data.
Connect Brand to Performance
Attribute incremental sales and revenue to specific brand investments. Apply the same measurement rigor to brand and performance in a single unified model
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Connect brand spend to downstream sales and revenue impact, not just awareness or recall
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Unified view across paid, earned, and owned
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Delivered continuously, not as quarterly reports
Continuously Measure & Optimize
Understand what actually drove results and act on it. MMM, MTA, and incrementality unified on a single foundation, with built-in pacing and ROI forecasting.
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Anomalies detected automatically across 20+ data sources
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Pacing issues identified before they become missed targets
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Every alert includes a diagnosis and recommended next action
Run the Quarter Before You Fund It
Test allocations against synthetic consumer journeys — and walk into every budget conversation with answers to questions no one has asked yet.
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Model channel and audience tradeoffs across any scenario
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Stress-test against your own historical performance data
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See incremental ROI by channel, audience, and geo
Journey Reconstruction
Budget Optimization
Enterprise-Grade Security
Always-On Agents
Proactive Alerting
Privacy-Safe
DMA-Level Intelligence
Unified MMM + MTA
Simulation-First
Counterfactual Attribution
Use Cases
The Darwin Difference
Bottlenecks, removed.
Works with the data you have
No years of history required. Darwin works with as little as three months of marketing exposure and conversion data.
Live in weeks, not quarters
Connect your existing data sources and start getting answers in six weeks. No rip-and-replace or rebuilds required.
Hands-on onboarding
Get live faster with expert onboarding and ongoing support tailored to your team and goals.
Enterprise-grade governance
Every data source, output, and user action is governed, auditable and explainable.
Insights for anyone
Ask and get answers in plain language. Free your analysts to focus on strategy, not reporting requests.
Intelligence that compounds
The more you use it, the smarter it gets. Models adapt as new data arrives so answers improve over time.
3 ways to engage
Built for the way teams work
Darwin meets you where you are: ask a question, act on an alert, or review performance in real time.
1. Query
Ask anything in plain language
Ask in plain language and get an answer instantly. Double click for deeper insight or ask for an explanation behind the output.
2. Monitor
Always-on alerts
When something needs attention, Darwin surfaces it with context and a recommended action. No dashboards to monitor, no checking required.
3. Reports
Your performance, always current
Track KPIs, channel performance, and spend attribution with a continuously updated view of marketing performance.
Stop reporting on last quarter.
Start deciding on the next one.
Turn as little as three months of historical data into proactive intelligence with Darwin. Let us show you how.