Know every day what your ads really add.

Know every day what your ads really add.

Platforms all claim the sale. Cassandra checks every channel against real sales, every day, and moves budget when the evidence changes.
Platforms all claim the sale. Cassandra checks every channel against real sales, every day, and moves budget when the evidence changes.
Cassandra always-on incrementality dashboard

Every channel, checked every day.

Every channel, checked every day.

Every channel, checked every day.

When the evidence moves, the budget moves.

Today, 08:00

Example

Meta prospecting

Real return 1.4×

↓ Falling

↓ Falling

Move €4,000 to Search

Google Search

Real return 3.1×

→ Stable

→ Stable

Keep

TikTok

Real return 3.6×

↑ Rising

↑ Rising

Scale +€2,000

Proposed moves wait for your approval, or run on their own within your limits.

"

"Cassandra has been instrumental in helping us reassess the incremental contribution of each media partner and redefine their role within our mix. It also allowed us to explore results autonomously, with clarity and confidence, something we truly valued in a complex, multi-channel setup."

Giovanni

Performance Marketing Manager @Velasca

"

"Cassandra has been instrumental in helping us reassess the incremental contribution of each media partner and redefine their role within our mix. It also allowed us to explore results autonomously, with clarity and confidence, something we truly valued in a complex, multi-channel setup."

Giovanni

Performance Marketing Manager @Velasca

"

"Cassandra has been instrumental in helping us reassess the incremental contribution of each media partner and redefine their role within our mix. It also allowed us to explore results autonomously, with clarity and confidence, something we truly valued in a complex, multi-channel setup."

Giovanni

Performance Marketing Manager @Velasca

Why check incrementality every day

Automatic checks on change in incrementality effects 
Automatic checks on change in incrementality effects 
Automatic checks on change in incrementality effects 
Automatic MMM and attribution calibration
Automatic MMM and attribution calibration
Automatic MMM and attribution calibration
See what changed your total revenue
See what changed your total revenue
See what changed your total revenue

How it works

Connect your data

Automatically sync spend, conversions and audience signals from every platform ready for unified analysis in one view.

Chart showing continuous incrementality monitoring across channels
Chart showing continuous incrementality monitoring across channels
Chart showing MMM calibration from always-on incrementality results
Chart showing MMM calibration from always-on incrementality results

See real lift next to what platforms claim, every day

Reveal the true lift of each channel to see what’s real impact and what’s platform bias, updated automatically every day.

The model checks itself against real tests

Live test results keep the model accurate and show which channels react to budget changes.

Cassandra view of automated incrementality checks

Watch for a reason to revisit the plan.

Watch for a reason to revisit the plan.

When the evidence changes, Cassandra proposes the budget move and can apply it, within your rules.

Check the outcome.

Check the outcome.

Compare the next result with the expectation and keep the conditions behind it.

Let the latest evidence change the next move.

Let the latest evidence change the next move.

Let the latest evidence change the next move.

Carry updated measurement into a budget plan. Cassandra implements supported changes within your workspace permissions, then checks the outcome and keeps the evidence for the next decision.

Available actions depend on your connected workspace and permissions.

See how the result is checked →

Example execution

Illustrative

Budget plan prepared

Prepared

Required approval received

Approved

Supported budget change applied

Implemented

Confirm the scope and permissions. Request approval where your workspace rules require it.

Compare the observed result with the saved prediction. Keep supported findings and open questions for the next decision.

Built for your industry

“For the first time, we can clearly see the incrementality of each channel and reallocate budget in real time.”
Ecommerce & Retail

Used by PhotoSi, Velasca, North Sails, Home24, SkinLabo, and Victoria Beckham Beauty to plan media and measure incremental sales.

B2B
Education
Fintech
Charity

Built for your industry

“For the first time, we can clearly see the incrementality of each channel and reallocate budget in real time.”

Ecommerce & Retail

B2B

Education

Fintech

Charity

Built for your industry

“For the first time, we can clearly see the incrementality of each channel and reallocate budget in real time.”
Ecommerce & Retail

Used by PhotoSi, Velasca, North Sails, Home24, SkinLabo, and Victoria Beckham Beauty to plan media and measure incremental sales.

B2B
Education
Fintech
Charity