Social Media Advertising Case Studies & Practical Application 3 — Questions and Answers
Question 1: A luxury car brand uses Facebook's Advantage+ audience and sees broad reach but low lead quality. What is the recommended corrective action?
- Disable Advantage+ and add manual interest and income-based restrictions (Correct answer)
- Increase the budget to let the algorithm optimize further
- Switch to video-only ads
- Remove all creative variations
Correct answer: Disable Advantage+ and add manual interest and income-based restrictions
Advantage+ sacrifices precision for scale; luxury products often require manual demographic and income controls to maintain lead quality.
Question 2: A fitness app runs a Pinterest campaign with 'Save' rates of 15% but zero free trial sign-ups. What is the most likely problem?
- Pinterest ads cannot drive app sign-ups
- Users are saving the pin for inspiration but the creative or CTA does not create urgency to act now (Correct answer)
- The campaign is using the wrong ad format
- The budget is insufficient for conversion-focused results
Correct answer: Users are saving the pin for inspiration but the creative or CTA does not create urgency to act now
High save rates show aspirational interest; converting that to sign-ups requires urgency-driving copy and a compelling direct CTA.
Question 3: An online course platform compares two Meta ad sets: one using Lookalike 1% audiences and one using interest targeting. The Lookalike has 30% lower CPA. What should the platform do?
- Immediately kill interest targeting and double Lookalike budget
- Scale Lookalike gradually while monitoring frequency and audience saturation (Correct answer)
- Test a 2-5% Lookalike before scaling the 1%
- Combine both audiences into one ad set
Correct answer: Scale Lookalike gradually while monitoring frequency and audience saturation
Lookalike 1% audiences are small and saturate quickly; gradual budget increases with frequency monitoring prevent diminishing returns.
Question 4: A CPG brand runs a YouTube TrueView campaign. Skip rate is 80% by second 5. What creative change is most likely to improve completion rates?
- Extend the ad to 60 seconds to give more context
- Open with the brand logo and product name immediately
- Lead with a compelling hook—conflict, question, or visual surprise—before the skip button appears (Correct answer)
- Use a static image instead of video
Correct answer: Lead with a compelling hook—conflict, question, or visual surprise—before the skip button appears
TrueView skippability means the first 5 seconds must earn attention; a strong hook is the primary driver of view-through rates.
Question 5: A political campaign runs Facebook dark posts (unpublished page posts) targeting swing voters. A journalist publishes the ads via the Ad Library. What does this illustrate?
- Facebook's Ad Library allows any user to view active political ads, overriding dark post privacy (Correct answer)
- Dark posts are completely private and cannot be found publicly
- Only verified journalists can access the Ad Library
- The campaign's ad account was hacked
Correct answer: Facebook's Ad Library allows any user to view active political ads, overriding dark post privacy
Meta's Ad Library mandates transparency for political and social issue ads, making all active ads publicly searchable regardless of targeting.
Question 6: A subscription box company tests three creative formats on Instagram: carousel, single image, and Reels. Reels drives 2x the trial subscriptions. What should the next step be?
- Replace all carousel and single-image ads with Reels immediately
- Allocate more budget to Reels while continuing to test new Reels creative variations (Correct answer)
- Conclude that video always outperforms static and apply this rule universally
- Pause the winning Reels to avoid audience fatigue
Correct answer: Allocate more budget to Reels while continuing to test new Reels creative variations
A winning format should receive incremental budget while iterating on creative to find the best-performing version before full migration.
Question 7: A home goods retailer segments retargeting audiences by recency: 1-7 days, 8-14 days, and 15-30 days post-visit. The 1-7 day segment converts 4x better. What bidding adjustment is appropriate?
- Use the same bid across all segments to avoid audience overlap
- Set higher bids or cost caps for the 1-7 day segment to prioritize the highest-intent users (Correct answer)
- Only advertise to the 1-7 day segment and delete the others
- Lower bids on the 1-7 day segment to reduce CPA
Correct answer: Set higher bids or cost caps for the 1-7 day segment to prioritize the highest-intent users
Recency-based intent decay means recently engaged users warrant higher bids to capture conversion probability before it drops.
Social Media Advertising Case Studies & Practical Application 3
A luxury car brand uses Facebook's Advantage+ audience and sees broad reach but low lead quality.
What is the recommended corrective action?