MWMS Brain

Experimentation Brain Test Result And Decision Workflow

Parent: Experimentation Brain
Destination: mwmsbrain.site
Page Type: Operational Decision Page
Source of Truth: MCR


Purpose

Test Result And Decision Workflow is used to interpret test results and decide the next action.

This page ensures decisions are based on evidence, not emotion or isolated results.


When To Use This Page

Use this page when:

  • a test has run long enough to produce signal
  • tracking has been verified
  • campaign performance can be reviewed
  • a decision is required

Review Inputs

Check:

  • total spend
  • impressions
  • clicks
  • CTR
  • CPC or CPV
  • conversions
  • CPA
  • revenue or payout
  • tracking accuracy
  • funnel behaviour
  • traffic quality

Signal Check

Assess:

  • is there a clear signal?
  • is performance repeatable?
  • is the result consistent across time?
  • is the signal strong or weak?

Confidence Level

Classify the result:

  • High Confidence → strong, repeatable signal
  • Medium Confidence → promising but needs more data
  • Low Confidence → unclear or inconsistent
  • No Confidence → no meaningful signal

Decision Options

Choose one:

  • Continue Test
  • Adjust And Retest
  • Hold
  • Stop Test
  • Prepare For Controlled Scaling

Decision Notes

Record:

  • why this decision was made
  • strongest signal
  • biggest concern
  • what needs to be tested next
  • what changed from the hypothesis

Next Step

If strong result:

Affiliate Brain Controlled Scaling Protocol

If unclear:

→ return to testing with adjustments

If weak:

Opportunity Kill Criteria


Rule

Do not make decisions from a single data point or emotional reaction.

Decisions must be based on consistent, validated evidence.

MCR remains the source of truth.