FEATURED CASE STUDY

Comparable

Cost per trial vs. control

+33%

First-month net ROAS (M0)

+32%

Trial-start to paid conversion rate

How Opal achieved 33% higher M0 ROAS in a Meta test using
predictive signals

Day30 used machine learning to score users from onboarding responses and their first six hours of in-app behaviour, helping Meta identify likely paying subscribers while keeping cost per trial comparable.

A look at our customers

“These results came from the model I build and monitor for Opal's own internal reporting - not a cherry-picked data source. The pilot result was also visible in our own analytics.”

Yunshu Yang, Opal

2x1

1

Tall

57% Lower CAC for predictive signal vs start trial event in A/B Test

1x2

4

Normal

Mimo

Education

1x1

2

Normal

1x1

5

Normal

Opal

Productivity

+32%

Trial-start to paid conversion rate

1x1

8

Normal

Opal

Productivity

+32%

Trial-start to paid conversion rate

1x1

8

Normal

Finimize

News

1x1

3

Normal

Picnic

Photo

+36%

more precise signal enabling higher quality creative testing

1x1

6

Normal

Picnic

Photo

+36%

more precise signal enabling higher quality creative testing

1x1

6

Normal

1x1

7

Normal

“These results came from the model I build and monitor for Opal's own internal reporting - not a cherry-picked data source. The pilot result was also visible in our own analytics.”

John White, CEO at Birda

2x1

9

Tall

Opal

Productivity

How Opal achieved 33% higher M0 ROAS in a Meta test using predictive signals

2x1

10

Tall

Opal

Productivity

How Opal achieved 33% higher M0 ROAS in a Meta test using predictive signals

2x1

10

Tall

Opal

Productivity

+33%

First-month net ROAS (M0)

1x1

11

Normal

Opal

Productivity

+33%

First-month net ROAS (M0)

1x1

11

Normal

Joy

Parenting

1x1

12

Normal

Speak

Language

1x1

13

Normal

See what predictive signals could do for your app

1x1

14

Normal

Ready to see if predictive signal engineering can improve your ROAS on Meta?

© 2026 Day30. All Rights Reserved.
© 2026 Day30. All Rights Reserved.
© 2026 Day30. All Rights Reserved.