41. Higher conversion, lower revenue
A free-shipping threshold test: control converts 3.0% with ₹1,800 average order; variant converts 3.3% with ₹1,500. Which performed better on revenue per visitor?
- A.Control: ₹54 vs ₹49.50 per visitor
- B.Variant: ₹49.50 vs ₹54 per visitor
- C.Both are equal at ₹54 per visitor
- D.Variant, because conversion rate is higher
Show answer
Answer: A. Control: ₹54 vs ₹49.50 per visitor
Revenue per visitor = conversion × AOV. Control: 0.030 × ₹1,800 = ₹54. Variant: 0.033 × ₹1,500 = ₹49.50. A conversion win can be a revenue loss, so pick the metric that matches the business goal, and check margin too.
42. Conversion rate fell after a new campaign
Site conversion rate fell from 3% to 2.2% the month a broad awareness campaign doubled traffic. Conversions per traffic source stayed flat. What happened?
- A.The checkout broke for about half of all the visitors
- B.The website became slower for all users in the month
- C.Returning customers suddenly stopped buying at all
- D.Traffic mix changed; cold visitors cut the blended rate
Show answer
Answer: D. Traffic mix changed; cold visitors cut the blended rate
A blended conversion rate falls when lower-intent traffic is added, even if every page works the same. Always split conversion rate by source, device and new vs returning before blaming the site.
43. Clicks within seconds of sending
A B2B campaign shows a 14% CTR, but many clicks happen within seconds of delivery, on every link at once, and few lead to page views in GA4. What is the likely cause?
- A.A very engaged audience reading the email instantly
- B.Corporate security scanners clicking links to check them
- C.GA4 failing to track any visits from email links
- D.The ESP double counting clicks from mobile phones
Show answer
Answer: B. Corporate security scanners clicking links to check them
Email security gateways at many companies open and click every link to test it for malware. These bot clicks inflate CTR. Many ESPs offer bot filtering; also judge B2B email by downstream actions such as sessions, leads and replies.
44. The soft opt-in for customers
Under UK PECR, which case fits the "soft opt-in", letting a business send marketing email without explicit opt-in consent?
- A.A visitor who came to the website twice last month
- B.A social follower who liked one of the brand's posts
- C.A contact on a list bought from a trusted broker
- D.An existing customer, similar products, opt-out offered
Show answer
Answer: D. An existing customer, similar products, opt-out offered
The soft opt-in covers existing customers (or people who negotiated a purchase), for your own similar products, where they were given a chance to opt out when their details were collected and in every message. It does not cover bought lists or non-customers.
45. Subdomain policy in DMARC
Your record is "v=DMARC1; p=reject; sp=none; rua=mailto:d@brand.com". A spammer sends from promo.brand.com, which has no DMARC record. What happens?
- A.The mail is not blocked by DMARC, as sp=none applies
- B.The mail is rejected, as p=reject covers subdomains too
- C.The mail is quarantined, as a middle ground
- D.The mail is rejected only if SPF also fails
Show answer
Answer: A. The mail is not blocked by DMARC, as sp=none applies
The sp tag sets the policy for subdomains without their own DMARC record. With sp=none, spoofed subdomain mail is only reported, not blocked. Set sp to quarantine or reject once all legitimate subdomain senders are authenticated.
46. Marketing and sales disagree on leads
Marketing reports 500 "qualified leads" a month, while sales says it gets 50 usable ones. Both use the same CRM. What is the root fix?
- A.Let each team keep its own counting and report both
- B.Stop using lifecycle stages and count only deals
- C.Agree written definitions and criteria for each lifecycle stage
- D.Give sales the power to delete marketing leads
Show answer
Answer: C. Agree written definitions and criteria for each lifecycle stage
When teams define "qualified" differently, numbers never match and trust breaks down. Shared definitions for subscriber, lead, MQL, SQL and opportunity, with clear criteria and owners, let both teams measure the same funnel.
47. Replenishment timing per customer
Your coffee replenishment email goes out 30 days after every order. Some customers reorder every 18 days, others every 50. What improves results?
- A.Send the reminder every 7 days to every customer
- B.Time it to each customer's own reorder interval
- C.Keep the 30-day timing, as it is the average
- D.Send the reminder on the same day as each order
Show answer
Answer: B. Time it to each customer's own reorder interval
A fixed interval is too late for heavy users and too early for light ones. Using each customer's past interval, or quantity bought, sends the reminder just before they run out. New customers can start on the product average.
48. Do we need brand search ads
You rank first organically for your brand name and also bid on it. How should you decide whether brand search ads are worth it?
- A.Pause them in a test period or region and measure total brand clicks and sales
- B.Keep them because brand campaigns always show the highest ROAS
- C.Pause them because organic results always capture every click
- D.Raise bids until impression share reaches 100%
Show answer
Answer: A. Pause them in a test period or region and measure total brand clicks and sales
Brand ads often take clicks that organic listings would have won for free, so their ROAS overstates their value. A pause test shows how much traffic and revenue is truly lost. If competitors bid on your name, the ads may still be needed to defend the top spot.
49. Can search ads work for this product
A ₹300 phone case has a 30% contribution margin. Search clicks cost ₹20 and convert at 2%, with few repeat buyers. Can this campaign be profitable?
- A.Yes: ROAS is 15, which is above break-even
- B.Yes: a 2% conversion rate is above average
- C.No: CPC must always be below ₹1 for e-commerce
- D.No: each sale costs ₹1,000 in clicks but earns ₹90
Show answer
Answer: D. No: each sale costs ₹1,000 in clicks but earns ₹90
Cost per sale = CPC / conversion rate = ₹20 / 0.02 = ₹1,000, while contribution per sale is ₹300 × 0.3 = ₹90. ROAS is only 0.3. The brand needs higher AOV through bundles, much better conversion, cheaper channels or repeat sales to make paid search work.
50. Balancing brand and activation
A D2C brand spends 95% of its budget on performance ads. Growth has stalled and CAC keeps rising. What does long-term effectiveness research suggest?
- A.Cut all brand activity and push harder on performance
- B.Shift more into brand building, as the mix is too short-term
- C.Stop paid media and rely only on organic content
- D.Keep the mix, because CAC always rises
Show answer
Answer: B. Shift more into brand building, as the mix is too short-term
Binet and Field's IPA research found many brands do best with a large share in brand building, often around 60% brand to 40% activation, though it varies by category. Activation captures existing demand; brand building grows future demand, which helps bring CAC down over time.
51. Repositioning a value brand
A value-priced fashion brand wants to reposition as premium. What is the biggest risk, and how should it manage it?
- A.Premium brands cannot sell online; move to stores only
- B.Repositioning is free; change everything overnight
- C.It may lose loyal buyers before winning new ones; change step by step
- D.Prices cannot rise legally; keep prices the same
Show answer
Answer: C. It may lose loyal buyers before winning new ones; change step by step
Old customers may leave because of higher prices while premium buyers still see the old image. Staged changes in product quality, design, store experience and communication, or a separate sub-brand, reduce the gap. Proof matters more than claims.
52. Is the loyalty scheme paying off
A supermarket's loyalty points cost ₹2 crore a year. Members spend ₹30 crore more than non-members. Why is this not proof the scheme works?
- A.Points can never be counted as a marketing cost
- B.Heavy buyers join anyway, so the gap is not all caused
- C.Loyalty members always spend less than others
- D.The ₹30 crore must first be divided by the number of stores
Show answer
Answer: B. Heavy buyers join anyway, so the gap is not all caused
People who already shop a lot are the most likely to join, so comparing members with non-members mixes cause and selection. A fair test compares the same customers before and after joining, or uses a control group, then weighs extra margin against points and running costs.
53. One campaign for the whole GCC
A global beauty brand wants to run one campaign across the UAE, Saudi Arabia, Qatar and Kuwait. What is the best approach?
- A.Use the exact same ads as in Europe with no changes
- B.Build an entirely different brand in each country
- C.Run ads only in English across all four countries
- D.Keep the core idea, adapted to each market
Show answer
Answer: D. Keep the core idea, adapted to each market
A shared big idea keeps the brand consistent and saves cost, while local adaptation respects differences in dialect, cultural norms, media rules and calendar events. Saudi Arabia, for example, has its own content guidelines and a large Arabic-first audience.
54. Paying ₹600 per LinkedIn click
LinkedIn clicks cost about ₹600 versus ₹80 on Meta for a B2B HR software firm. When is LinkedIn still the better choice?
- A.Never, because the lowest CPC always wins
- B.When precise targeting gives cheaper SQLs and pipeline
- C.Only when the firm sells to consumers
- D.When the goal is the largest possible number of site visits
Show answer
Answer: B. When precise targeting gives cheaper SQLs and pipeline
CPC is not the goal. LinkedIn targeting by job title, seniority and company can reach HR leaders at target firms with much less waste, so cost per SQL or per opportunity may be lower even with expensive clicks. Compare channels on downstream pipeline, not clicks.
55. Ad sets bidding against each other
Three Meta ad sets target "fitness", "yoga" and "healthy eating" interests in Bengaluru. CPMs rose and delivery is uneven. What is a likely cause?
- A.Interest targeting is no longer available in India
- B.Each ad set needs its own Facebook page
- C.Meta pauses ad sets with similar names
- D.The audiences overlap heavily, so your ad sets compete
Show answer
Answer: D. The audiences overlap heavily, so your ad sets compete
Interest groups often contain many of the same people. When several of your ad sets enter the same auction, Meta lets only one in, and the overlap limits delivery and pushes up cost. Merge overlapping ad sets or use broad targeting with distinct creatives.
56. PMax sending traffic to the blog
A PMax campaign for a property developer sends many clicks to blog posts and the careers page instead of project pages. What setting explains this?
- A.Final URL expansion, which can pick other pages
- B.The audience signal set on the asset group
- C.The location setting called "Presence" only
- D.The frequency cap set on the campaign
Show answer
Answer: A. Final URL expansion, which can pick other pages
Final URL expansion (on by default) lets PMax send people to other pages it thinks fit their search better. Exclude pages such as /blog and /careers with URL exclusions, or turn the setting off if only certain pages should get traffic. Check the landing page report.
57. Optimising Meta for purchase value
An e-commerce brand wants Meta to find high-spending buyers, not just any buyer. It switches the ad set to optimise for value. What must be in place?
- A.A Custom Audience of everyone who liked the page
- B.Purchase events sending accurate value and currency
- C.At least 50 different ad creatives
- D.Manual placements on Facebook Feed only
Show answer
Answer: B. Purchase events sending accurate value and currency
Value optimisation uses the value and currency sent with purchase events to predict who will spend more. If values are missing, wrong or in mixed currencies, the model learns the wrong thing. It also needs enough purchase volume to work well.
58. Chasing 100% optimisation score
A client wants their Google Ads optimisation score raised to 100% and asks you to accept every recommendation. What should you explain?
- A.The score tracks adopted recommendations, not business results
- B.A 100% score guarantees the lowest possible CPA
- C.Google refunds spend if the score stays below 80%
- D.The score shows the share of budget spent
Show answer
Answer: A. The score tracks adopted recommendations, not business results
Optimisation score estimates how well an account is set up according to Google's recommendations. Some are useful, while others (like raising budgets or broadening keywords) may not fit your goals. You can dismiss them, which also raises the score; judge on CPA, ROAS and profit.
59. Guaranteed reach for a launch
A telecom brand in Saudi Arabia needs to reach a forecast number of people with a set frequency during a 2-week launch, with the price known upfront. Which Meta buying type fits?
- A.Reservation (reach and frequency) buying
- B.Auction buying with Highest volume
- C.Advantage+ sales campaign
- D.Click-to-Messenger ads
Show answer
Answer: A. Reservation (reach and frequency) buying
Reservation buying lets you book reach and frequency ahead at a fixed, predictable CPM, with frequency controls. It needs a large enough audience. Auction buying is more flexible but its reach and price vary.
60. Importing Google campaigns to Microsoft
You import your Google Ads campaigns into Microsoft Advertising to reach Bing and partner searches. What should you do right after import?
- A.Nothing, because Microsoft copies results from Google
- B.Delete the Google campaigns to avoid duplicate ads
- C.Review bids, locations and budgets, as costs and users differ
- D.Raise all bids by 200% so they match Google levels
Show answer
Answer: C. Review bids, locations and budgets, as costs and users differ
Import copies structure, keywords and ads, but Microsoft's audience, volume and CPCs differ, and some settings or features do not map exactly. Check location options, bid strategies, budgets and conversion tracking (UET tag). Then optimise it as its own channel.
