Stop 15 · Interview PreparationAnalytics & Metrics · 1/3

Marketing Metrics Questions

Part of the Digital Marketing Roadmap

In short

'How would you measure this campaign's success?' The best answers pick one main metric tied to the goal, a few supporting ones, and one that warns you if something is going wrong.

'How would you measure success for X campaign?' — testing whether you can define a primary metric plus supporting metrics, connecting to Phase 8's analytics fundamentals.

The blob drives a small car and glances at the speedometer and fuel gauge.

Think of it like this

The car dashboard

Driving to Lonavala, you mostly watch the speedometer. But you also glance at fuel and the engine warning light. Focus on one number, keep an eye on a few others. Marketing metrics work the same: one main metric, supporting metrics, and a warning light.

Watch it happen

Metrics for a food delivery app's referral campaign

Goal: new users
Main: 1st orders
Supporting
Guardrail
Invites sent
Invite to signup
Cost per user
Fraud referrals

1/4Start from the business goal: bring in new paying users through referrals.

The big ideas

What you need to know

One main metric

Pick the one number that best shows the goal was met. Say why you chose it.

Leading indicators

Early signals like CTR or sign-ups help you adjust before final results arrive.

Guardrail metrics

Metrics that shouldn't get worse, like cost per acquisition or unsubscribe rate.

Know the formulas

CTR, conversion rate, CPA, ROAS, CAC and LTV come up often. Practise explaining each simply.

See it in code

Walk through the code

excel
1CTR               = clicks / impressions2Conversion rate   = conversions / clicks (or sessions)3CPA               = ad spend / conversions4ROAS              = revenue from ads / ad spend5CAC               = total sales + marketing cost / new customers6LTV (simple)      = avg order value × orders per year × years retained

1/3Engagement and efficiency of moving people to act.

Six formulas that come up in almost every marketing interview. Be ready to explain each in one plain sentence.

Save yourself the pain

Common mistakes

Oops

Naming ten metrics as equally important.

Do this instead

Choose one main metric and explain how others support or guard it.

Oops

Picking vanity metrics like impressions for a sales goal.

Do this instead

Match the metric to the goal: sales goals need conversion or revenue metrics.

Your mission

Metric trees for three campaigns

~25 min

Quick check

An ad campaign spent ₹50,000 and brought ₹2,00,000 in revenue. What's the ROAS?

Go deeper

  1. 1Practice stating a primary metric first, then 2-3 supporting metrics.
  2. 2Explain WHY each metric was chosen, not just naming metrics.
  3. 3Prepare to discuss the difference between vanity metrics and revenue-tied metrics.

More analytics & metrics at this stop

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