Sales and Marketing Metrics Every Analyst Sees

Data Analyst 8 min min read Updated: Mar 07, 2026
Sales and Marketing Metrics Every Analyst Sees
Topic 2 of 4

This topic becomes much easier when we connect the concept to a real business problem instead of memorizing definitions.

Chapter Overview

Sales and marketing teams depend on metrics that show reach, cost, conversion, and revenue impact. Analysts in these teams often prepare weekly and monthly performance reviews.

Important Metrics

Common examples include leads, conversion rate, customer acquisition cost, return on ad spend, average order value, and revenue growth.

Business Meaning

Metrics become more useful when compared over time or against a target. A CAC of ₹800 may be good or bad depending on product margin and customer lifetime value.

Student Practice

Try creating a small funnel table: impressions, clicks, signups, purchases. Then calculate CTR, signup rate, and purchase conversion.

Key Takeaways

  • Understand conversion rate, CAC, ROAS, revenue, and retention.
  • This chapter belongs to KPIs, Metrics & Business Analytics and is written in a simple student-friendly style.
  • Practice with business KPI examples to build confidence faster.

What to Do After This Chapter

Revise the main terms, recreate the example on your own, and move to the next lesson only after you can explain the idea in your own words.

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