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SayPro A/B Testing Plan Template

Initiative: SayPro Monthly February SCMR-4
Department: SayPro Posts Office
Oversight: SayPro Marketing Royalty
Objective: Optimize post titles and content for engagement, reach, and conversion.


1. Test Overview

FieldDetails
Test Name[Insert name, e.g., “February Post Title Engagement Test”]
Test TypeA/B Test
Campaign NameSayPro Monthly SCMR-4 – Content Optimization
Owner[Name, e.g., Content Manager, SayPro Posts Office]
Start Date[Insert start date]
End Date[Insert end date]
Status[Not Started / In Progress / Completed / Paused]

2. Hypothesis

Clearly state the hypothesis of the test:

  • Example: “Changing the wording of the title to be more benefit-oriented will increase click-through rates by at least 10%.”

3. Test Variants

VariantDescriptionNotes
AOriginal title/contentControl group
BModified title/content (e.g., benefit-driven title)Treatment group
C[Optional additional variant if applicable][Details]

4. Target Audience

MetricValue
Target Region[e.g., Global / South Africa]
Audience Segment[e.g., Entrepreneurs, Youth]
Platform[e.g., Blog, Social Media]
Device Targeting[e.g., Mobile, Desktop]

5. Success Metrics

Define which KPIs will determine success:

KPIDescription
Click-through Rate (CTR)% of users clicking on the title
Engagement RateTime on page, comments, shares
Conversion Rate% of users completing desired action
Bounce Rate% of users leaving quickly

6. Test Execution Plan

StepResponsible TeamDeadlineNotes
Finalize VariantsContent Creation Team[Date]Review by SayPro Posts Office
Schedule PublishingScheduling Coordinator[Date]Ensure split targeting is enabled
Monitor PerformanceAnalytics & Insights[Ongoing]Use SayPro Dashboards
Mid-Test CheckpointSayPro Marketing Royalty[Date]Adjust for anomalies if needed

7. Analysis & Insights

Area of FocusObservations
Variant Performance[Summarize key outcomes per variant]
Behavioral Insights[User behavior differences noted]
Unexpected Results[Document any anomalies]

8. Recommendations

Based on the results:

  • Should variant B be adopted permanently?
  • Are there specific audience segments more responsive?
  • What learnings can be carried forward to March SCMR-5?

9. Approval & Documentation

StakeholderRoleApproval Date
SayPro Posts Office LeadContent Oversight[Insert Date]
SayPro Marketing RoyaltyStrategic Direction[Insert Date]

10. Attachments

  • Screenshots of each variant
  • Analytics reports
  • Survey results (if applicable)

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