Mixed Deck — All GMC Topics Flashcards

Which action best improves the 'dwell time' (time on page) metric for a content piece?

Answer: Adding multimedia elements, clear structure, and engaging internal links

Multimedia, clear formatting, and internal links keep readers engaged longer, improving dwell time which signals quality to search engines.

A company's CAC is $200 and average CLV is $400. What does this ratio suggest?

Answer: The unit economics are acceptable but should be improved; ideal CLV:CAC is 3:1 or higher

A 2:1 CLV:CAC ratio means the business earns twice what it spends to acquire a customer, which is marginal; a 3:1 or higher ratio is the typical healthy benchmark.

A growth team discovers a 'peeking problem' in their A/B test. What risk does this represent?

Answer: Stopping a test early based on preliminary results inflates false positive rates

The peeking problem refers to checking interim results and stopping early, which dramatically increases the chance of declaring a false winner due to random variation.

What is the 'magic moment' in product retention strategy?

Answer: The specific product experience that causes a user to recognize its core value

The magic moment is the 'aha' experience when users first deeply understand why the product is valuable, dramatically increasing the likelihood of retention.

In growth marketing project management, what does 'scope creep' refer to?

Answer: Uncontrolled expansion of project scope without proper change management

Scope creep occurs when new features or requirements are added without going through formal change control processes.

What is the primary goal of a welcome email sequence for new subscribers?

Answer: To set expectations, deliver promised value, and begin building a relationship with new contacts

Welcome sequences introduce the brand, deliver on any sign-up incentive, and establish a positive first impression that increases long-term engagement.

When a growth strategy focuses on increasing revenue from existing customers rather than acquiring new ones, this is called:

Answer: Expansion revenue growth

Expansion revenue growth (upsell, cross-sell, seat expansion) focuses on monetizing the existing customer base more deeply.

Which segmentation dimension is most useful for identifying high-value users to inform a referral program?

Answer: Acquisition channel combined with LTV tier

Combining acquisition channel with LTV tier identifies which sources bring the most valuable users, allowing the referral program to target and replicate that pattern.

A B2B SaaS company is heavily reliant on a single enterprise customer for 35% of revenue. How does this affect growth risk assessment?

Answer: It creates extreme revenue concentration risk where losing one customer devastates financial performance

Revenue concentration in a single customer is a critical risk; if that customer churns, 35% of revenue disappears, which directly affects the viability of growth spend.

What is the primary risk of 'peeking' at A/B test results before reaching the predetermined sample size?

Answer: False positives — declaring a winner when the difference is due to chance

Stopping a test early based on interim results inflates false positive rates, a phenomenon called 'peeking bias.'

Why is data visualization important in GMC reporting?

Answer: It makes complex patterns easier to understand and communicate

Visualization translates complex data into visual formats highlighting patterns and outliers for diverse audiences.

Why is documentation critical in GMC compliance?

Answer: It provides evidence of compliance and defensible records

Documentation provides verifiable evidence that requirements are met and creates defensible records if compliance is questioned.

When a marketing team uses 'contribution margin' to evaluate campaigns, what are they measuring?

Answer: Revenue minus variable costs directly tied to the campaign

Contribution margin = revenue minus variable costs, showing how much a campaign contributes toward covering fixed costs and profit.

Which financial concept describes the minimum revenue a campaign must generate to cover its costs before generating profit?

Answer: Break-even point

The break-even point is where total campaign revenue equals total campaign costs, with zero profit or loss.

Which persuasion principle involves showing a small commitment first to increase the likelihood of a larger commitment later?

Answer: Foot-in-the-door technique

The foot-in-the-door technique leverages commitment and consistency bias — small yeses lead to bigger yeses.

What is 'email domain warm-up' and why is it important?

Answer: Gradually increasing email sending volume from a new domain to build sender reputation with ISPs

Warming up a domain by starting with low send volumes and incrementally increasing them allows ISPs to establish a positive sender reputation, reducing spam filtering.

What is 'product-led growth' (PLG) and why does it improve retention?

Answer: A model where the product itself drives acquisition, retention, and expansion through user experience

In PLG, the product delivers immediate value that naturally retains users and drives organic expansion, reducing reliance on sales and marketing interventions.

How should GMC professionals handle difficult conversations?

Answer: Prepare key points, remain calm, focus on facts, seek solutions

Difficult conversations require preparation, emotional control, fact-based discussion, and collaborative problem-solving.

Which mitigation strategy is most appropriate when a growth channel shows high variance in monthly performance?

Answer: Diversify the channel mix to reduce overall portfolio variance

Diversifying across multiple channels reduces the impact of any single channel's variance on overall growth performance.

Which metric would MOST directly indicate that a growth experiment improved long-term business value rather than just short-term conversions?

Answer: Customer lifetime value (LTV)

LTV captures the total revenue a customer generates over their relationship with the business, reflecting true long-term value.