Conversion Optimization Conversion Optimization MCQ 5 — Questions and Answers
Question 1: What is 'funnel drop-off analysis' designed to identify?
- The page with the most traffic
- The specific step where the largest proportion of users abandon the conversion process (Correct answer)
- Which ad campaign drives the most clicks
- The highest-revenue product category
Correct answer: The specific step where the largest proportion of users abandon the conversion process
Funnel drop-off analysis pinpoints the step with the steepest user loss, directing optimization effort to the highest-leverage point.
Question 2: A/B testing a CTA button color from grey to orange increases clicks by 15%. What is the most accurate interpretation?
- Orange is always the best CTA color
- The higher contrast or visual salience of orange improved discoverability on this specific page (Correct answer)
- Users prefer warm colors universally
- The test proved color is the most important CRO variable
Correct answer: The higher contrast or visual salience of orange improved discoverability on this specific page
The lift is contextual — orange likely stood out better against this page's design; the result should not be generalized beyond this context.
Question 3: What is 'micro-commitment' and how does it raise conversion rates?
- A small financial deposit that locks in a purchase
- Getting users to take small low-stakes actions first, making larger commitments feel consistent (Correct answer)
- A shortened checkout flow with fewer fields
- Auto-applying discount codes at checkout
Correct answer: Getting users to take small low-stakes actions first, making larger commitments feel consistent
Micro-commitments leverage the consistency principle: once someone agrees to a small action, they are psychologically motivated to follow through with larger related actions.
Question 4: Which approach correctly handles a winning A/B test on a page that receives only 500 sessions per month?
- Ship the winner immediately since you have a clear trend
- Acknowledge that low traffic means tests need months to reach significance and plan accordingly (Correct answer)
- Run the test for exactly 14 days regardless of traffic
- Use the winner as the new control without further testing
Correct answer: Acknowledge that low traffic means tests need months to reach significance and plan accordingly
Low-traffic pages require much longer test durations to accumulate enough data for statistically valid conclusions; shipping early risks acting on noise.
Question 5: What is the role of 'anchor pricing' in increasing conversion for a mid-tier plan?
- It hides the price until the user clicks 'buy'
- A higher-priced option shown first makes the mid-tier feel more affordable by comparison (Correct answer)
- It dynamically adjusts price based on location
- It adds urgency by showing a crossed-out original price
Correct answer: A higher-priced option shown first makes the mid-tier feel more affordable by comparison
Presenting a premium option first establishes a high reference point, making the mid-tier plan appear to be strong value, increasing its selection rate.
Question 6: Why might a high click-through rate on a CTA combined with a low post-click conversion rate indicate a messaging problem?
- The page is too slow to load after the click
- The CTA creates expectations that the destination page fails to fulfill, causing disappointment (Correct answer)
- The CTA color is too distracting
- Too many users are clicking on mobile
Correct answer: The CTA creates expectations that the destination page fails to fulfill, causing disappointment
When the CTA promise and the landing page message are misaligned, users feel deceived and leave — this is called 'message mismatch.'
Question 7: What does 'revenue per visitor (RPV)' capture that conversion rate alone does not?
- The number of sessions before a user converts
- The combined effect of conversion rate and average order value, giving a fuller picture of page performance (Correct answer)
- The cost of acquiring each visitor
- The refund rate associated with converted orders
Correct answer: The combined effect of conversion rate and average order value, giving a fuller picture of page performance
A test that lowers conversion rate but raises average order value can still increase RPV, making it the more complete business-level metric.
Conversion Optimization Conversion Optimization MCQ 5
What is 'funnel drop-off analysis' designed to identify?