GMC Risk Assessment & Mitigation 3

Question 1

A growth team ships a feature to 100% of users without a staged rollout. What risk does this create that a phased rollout would prevent?

Accepted Answer

Inability to isolate and quickly remediate a bug before all users are impacted

Answer

Full instant rollouts mean a critical bug affects every user simultaneously, whereas phased rollouts allow teams to catch and fix issues at small scale.

Question 2

Which of the following is an example of a leading indicator used in early risk detection for growth campaigns?

Accepted Answer

Click-through rate in the first 48 hours of a campaign

Answer

Early CTR in the first 48 hours is a leading indicator that predicts campaign performance before significant budget is spent.

Question 3

What is 'survivorship bias' risk in growth marketing case studies?

Accepted Answer

Overweighting successful tactics while ignoring the many failures using the same approach

Answer

Survivorship bias causes marketers to replicate tactics from visible successes while ignoring all the companies that tried the same approach and failed.

Question 4

A company's primary acquisition channel is organic search. An algorithm update drops their rankings by 40%. What risk management principle does this illustrate a failure of?

Accepted Answer

Channel diversification and single-point-of-failure avoidance

Answer

Over-reliance on a single channel like organic search creates a single point of failure; diversification would have buffered the impact of the algorithm update.

Question 5

What is the primary purpose of a 'kill switch' in growth experimentation infrastructure?

Accepted Answer

To instantly revert a feature or campaign to the control state if harm is detected

Answer

A kill switch allows teams to immediately roll back a damaging change to all users without requiring a new deployment, minimizing exposure time.

(GMC) Growth Marketing Certification Practice Test

(GMC) Growth Marketing Certification Practice Test

GMC Risk Assessment & Mitigation 3