eCommerce Marketing eCommerce Analytics and Performance Measurement 1 — Questions and Answers
Question 1: What is Google Analytics 4 (GA4) and how does it differ from Universal Analytics for eCommerce?
- A version of Google Ads for eCommerce only
- An event-based analytics platform that tracks the full customer journey across devices and channels, replacing session-based Universal Analytics (Correct answer)
- A keyword research tool by Google
- A tool for managing Google Shopping feeds
Correct answer: An event-based analytics platform that tracks the full customer journey across devices and channels, replacing session-based Universal Analytics
GA4 uses an event-based data model that tracks individual user interactions across sessions and devices, offering better cross-channel attribution and privacy-compliant measurement than the older session-based UA.
Question 2: What is 'bounce rate' in eCommerce analytics?
- The rate at which packages are returned
- The percentage of single-page sessions where a user left without interacting, indicating irrelevant or poor-quality landing pages (Correct answer)
- The rate at which emails are undeliverable
- The percentage of products that go out of stock
Correct answer: The percentage of single-page sessions where a user left without interacting, indicating irrelevant or poor-quality landing pages
Bounce rate measures the percentage of visitors who land on a page and leave without any further interaction; a high rate on product pages suggests poor relevance, design, or load speed.
Question 3: What is 'attribution modeling' in eCommerce marketing analytics?
- Giving credit for a sale to only the last ad clicked
- A set of rules or data-driven models that determine how credit for a conversion is assigned across the multiple touchpoints in a customer's journey (Correct answer)
- A way to attribute product returns to specific suppliers
- A method for calculating warehouse costs
Correct answer: A set of rules or data-driven models that determine how credit for a conversion is assigned across the multiple touchpoints in a customer's journey
Attribution modeling assigns conversion credit to the marketing touchpoints that contributed to a sale, helping brands understand which channels and campaigns truly drive revenue.
Question 4: What is 'customer acquisition cost' (CAC) in eCommerce?
- The cost of packaging each order
- The total sales and marketing spend divided by the number of new customers acquired in a period (Correct answer)
- The cost of returns and refunds per customer
- The cost of customer service interactions
Correct answer: The total sales and marketing spend divided by the number of new customers acquired in a period
CAC is calculated by dividing total sales and marketing expenses by the number of new customers acquired, measuring how efficiently a business is growing its customer base.
Question 5: What is 'funnel analysis' in eCommerce analytics?
- Analyzing the shape of a product's sales chart
- Tracking the step-by-step progression of users through key stages (visit → product view → add to cart → purchase) to identify drop-off points (Correct answer)
- Analyzing the shape of a marketing funnel diagram
- Tracking email funnel performance only
Correct answer: Tracking the step-by-step progression of users through key stages (visit → product view → add to cart → purchase) to identify drop-off points
Funnel analysis visualizes how users move through key conversion steps and where they drop off, enabling targeted CRO efforts at the highest-impact stages.
Question 6: What is 'gross margin' in eCommerce and why does it matter for marketing decisions?
- Total revenue before any expenses
- Revenue minus cost of goods sold, expressed as a percentage, which determines how much can be profitably spent on customer acquisition (Correct answer)
- The total number of products sold
- Revenue minus only advertising costs
Correct answer: Revenue minus cost of goods sold, expressed as a percentage, which determines how much can be profitably spent on customer acquisition
Gross margin reveals what percentage of revenue remains after product costs, directly informing the maximum viable CAC and advertising spend to ensure profitable growth.
eCommerce Marketing eCommerce Analytics and Performance Measurement 1
What is Google Analytics 4 (GA4) and how does it differ from Universal Analytics for eCommerce?