Service template

Understand what changed

In the illustrative app, purchase conversion fell after a checkout release while traffic remained similar. Several channels show the same movement.

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Business result

Protect completed purchases and net contribution while finding a testable explanation.

Next step
Understand the cause
Working output
Project brief
Unit of analysis
One conversion incident × device × market × completed daily window
Decision owner
User Acquisition Lead

Hypotheses and diagnostic checks

  • Compare the release and source changes before deciding whether to roll back checkout.
  • Define a check that can answer: What changed, when, and where did the loss first appear?
  • Define a check that can answer: Which movements belong to this incident, and which are independent or reporting delays?
  • Define a check that can answer: Which product, setup or rule changes could explain the movement?
  • Define a check that can answer: What decision is due, who owns it, and which check would change the action?
  • Record the observation that would disprove each explanation.

Acceptance checks

  • The incident, affected scope and decision deadline are explicit.
  • Source gaps and independent episodes remain separate from the primary incident.
  • The proposed next check names an owner, temporary response and reversal condition.

Deliverables

  • A diagnosis with competing explanations and the next check
  • Agreed scope, source requirements, responsibilities and acceptance checks.
  • A working brief for a readiness and delivery conversation, not a completed investigation.