Marketing Analytics and Metrics Flashcards

A SaaS company calculates that its average Customer Lifetime Value (CLV) is $3,000 and its Customer Acquisition Cost (CAC) is $1,000. What does this 3:1 CLV to CAC ratio most strongly indicate?

Answer: The company has a healthy and sustainable business model.

A CLV to CAC ratio of 3:1 is widely considered a benchmark for a healthy, sustainable business, particularly for subscription-based models. It means that for every dollar spent to acquire a new customer, the company can expect to generate three dollars in gross margin over the life of that customer. A ratio closer to 1:1 would indicate spending too much, while a ratio of 5:1 or higher might suggest the company is under-investing in growth.

A marketing analyst is tasked with assigning 100% of the credit for a sales conversion to the very first marketing touchpoint a customer engaged with, regardless of any subsequent interactions. Which marketing attribution model should be used?

Answer: First-Touch Attribution

First-Touch Attribution is a model that gives 100% of the credit for a conversion to the first marketing channel a customer interacted with. This model is useful for understanding which channels are most effective at generating initial awareness and bringing new prospects into the marketing funnel.

An e-commerce landing page received 40,000 unique visitors in a month. During that same period, 1,600 visitors completed the desired action of signing up for a newsletter. What was the landing page's conversion rate?

Answer: 4.0%

The conversion rate is calculated by dividing the number of conversions (desired actions) by the total number of visitors, and then multiplying by 100 to express it as a percentage. The calculation is: (1,600 conversions / 40,000 visitors) * 100 = 4.0%.

Which of the following metrics is most often considered a 'vanity metric' because it can be impressive on the surface but may not directly correlate with business success or profitability?

Answer: Number of social media followers

A 'vanity metric' is a data point that looks good but doesn't provide actionable insights for business decisions. While a large number of social media followers can seem impressive, it doesn't necessarily translate to engagement, leads, or sales. The other options (CAC, ROI, CLV) are actionable metrics directly tied to a company's financial health and strategic decision-making.

In digital marketing analytics, what does Click-Through Rate (CTR) measure?

Answer: The percentage of impressions that result in a user clicking on the ad.

Click-Through Rate (CTR) is a core digital advertising metric calculated by dividing the number of clicks an ad receives by the number of times it was shown (impressions), then multiplying by 100. It measures the effectiveness of an ad at prompting a user to click on it.

A large consumer goods company wants to analyze two years of historical data to understand how its marketing spend across TV, radio, print, and digital channels has collectively impacted overall sales revenue. This analysis will inform high-level, strategic budget allocation for the next year. Which analytical technique is best suited for this task?

Answer: Marketing Mix Modeling (MMM)

Marketing Mix Modeling (MMM) is a top-down statistical analysis that uses aggregated historical data to quantify the impact of various marketing activities on sales. It is ideal for strategic, long-term budget planning across both online and offline channels. In contrast, Multi-Touch Attribution (MTA) is a bottom-up approach that analyzes user-level data for tactical optimization, primarily within digital channels.