Is your ROAS real?

Compare what your platforms report with what brands like yours really get.
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Your report will look like this →
Your ROAS
4.2×
Incremental ROAS
2.4×
Gap
1.8×

Turn the benchmark into a better question.

A benchmark is context for a decision. Use MMM and incrementality evidence to investigate what your own marketing contributes.

Success cases

Growth stories from Cassandra users

Gina Tricot
Fashion Retail
Gina Tricot
+53% ROI
Cookies collapsed the measurement model. They rebuilt without them. ROI climbed.
View case
01 / 07

Your marketing brain.

Cassandra is the AI marketing brain for growth teams. It learns what drives growth with marketing mix modeling and incrementality tests, then does the work in your ad accounts, within your rules.

Copyright © 2026 – All Rights Reserved

Your marketing brain.

Cassandra is the AI marketing brain for growth teams. It learns what drives growth with marketing mix modeling and incrementality tests, then does the work in your ad accounts, within your rules.

Copyright © 2026 – All Rights Reserved