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A/B Testing Template

A/B Testing Template

This template is brought to you by Optimizely, a leading experimentation platform.

 

Experiment plan and results

 

Experiment owner

Reviewers

Approver

Optimizely link

Jira ticket(s)

 

Status

In review / In progress / Complete

On this page

 

Stakeholder summary

 

 

 Experiment planning

Overview

  • What type of experiment is this?

  • What user problem is being solved 

Hypothesis

We hypothesize that

will increase / decrease

because

Metrics

  • primary metric

  • secondary metric

Targeting

  • Where will this experiment run?

  • Who will see it?

  • What is the traffic allocation (% in total let in based on targeting)?

Variations

 

A: Control

B: Variation

C: Variation

 

A: Control

B: Variation

C: Variation

Screenshot

 

 

 

% of visitors/users to see each variation

 

 

 

Pre-analysis

Add any baseline data or pre-analysis you have for this experiment. Add planned sample size and time to run.

Notes

 

 Results

Experiment start

Nov 16, 2023

Experiment end

Nov 16, 2023

Link to results in Optimizely

Conclusion

inconclusive / hypothesis proved

 

Add a short summary of the metrics below and whether you hit significance.

 

A: Control

B: Variation

change

A: Control

C: Variation

change

Cohort size

 

 

 

 

Primary metric

 

 

Δ=

p-value=

power=

confidence=

 

 

Δ=

p-value=

power=

confidence=

Other metrics

 

 

 

 

 

 

 

 Conclusions

Highlights

  • Primary goal

    • increase / decrease by

    • increase / decrease by

Takeaways

  •  

Follow-up

  •