Unified Marketing Measurement

Geo, user-level, and platform incrementality tests, attribution, and a Bayesian MMM — working as one. Every test flows into a central database that calibrates and validates the model, so optimization and forecasting rest on causal truth, not guesswork.

No code, point-and-click, human in the loop — measurement anyone on the team can run.

Unified Marketing Intelligence

From data ingestion to actionable insights, our platform connects the dots between measurement, attribution, and optimization.

Unified Marketing Measurement

Measurement Triangulation

Marketing Mix Model
Macro-level mix
Attribution
Touchpoint credit
Incrementality Testing
A/B/n · Geo · User-level
Inform
Calibrate
Validate

Triangulating insights from Marketing Mix Modeling, Attribution, and Incrementality Testing provides a complete view of performance, eliminating blind spots and bias.

Shako Stats Engine

Shako Stats Engine
Ad Platforms
CRM Data
Analytics
MMMMacro-level mix
IncrementalityCausal impact
AttributionTouchpoint credit

Our engine ingests data from all your platforms, processes it through our advanced models, and delivers actionable insights in real-time.

The measurement triangle

One framework. Every method talks to the others.

Geo, user-level, and platform tests all feed one central database. That shared truth calibrates and validates your MMM, while attribution keeps everything pointed in the right direction. Run any piece on its own — or run them together and let each one make the others stronger.

Inform. Attribution gives the MMM a fast, directional read on what's working between tests.

Calibrate. Incrementality tests anchor the MMM to causal ground truth, not just correlation.

Validate. Holdout tests check that attribution and the model agree with what really happened.

See the full framework

Centralized Truth

All your tests, one database

Meta
Google
TikTok
Pinterest
Apple
TV
CTV
Netflix
OpenAI
X
Snapchat
LinkedIn
Bing
Spotify
YouTube
Direct Mail
SMS
Email
Notifications
Display
Video
Live Streaming
Influencer
Affiliate
Coupons
Partnerships
In-store
Events
Concerts
Movies
Radio
Discount
Q4 Promo
Holdout
Scale Test
Creative A/B
Retargeting
Prospecting
Holiday
Launch

Versatile Use Cases

Whether you need to justify your budget, optimize your mix, or plan for Q4, we have the tools you need.

Optimize budgets across channels.

Stop guessing which channel drives growth. Our always-on MMM models parse your spend and revenue to tell you exactly where to put your next dollar for maximum ROI.

Channel Contribution
Search
Social
Video
Automated Design

Stop manually matching test markets.

Our algorithm scans thousands of market combinations to find the perfect control group in seconds. We check for correlation, parallel trends, and statistical validity automatically.

  • Automatic control market selection
  • Pre-test bias checks & validation
  • Support for custom exclusion lists
Designing 50/50 Holdout Testscanning_markets...
Initializing algorithm...
Power Analysis

Know your impact before you spend.

Don't launch blind. Our power analysis tool tells you exactly how much budget and duration you need to reach statistical significance.

  • Minimum detectable effect (MDE) calculator
  • Budget vs. Duration trade-offs
  • Customizable confidence levels
Goal: $100
Max Detectable CAC
$50
Target
Test Duration2 Weeks

Longer duration raises max detectable CAC.

Results Dashboard

Crystal clear causal impact.

No more guessing. See Lift, iROAS, and Incremental Conversions at a glance with our Bayesian Structural Time Series (BSTS) models.

  • True incremental ROAS (iROAS)
  • Probability of lift (Confidence)
  • Counterfactual vs. Actual visualization
Incremental Lift
0%
vs Counterfactual
iROAS
0x
Return on Ad Spend
Intervention
Baseline
Incremental
FAQ

Unified marketing measurement — FAQ