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All lessons in Digital and Web Analytics Lesson 6.4 of 32

Module 1: Introduction to Digital Analytics

  1. 1.1What is digital analytics?
  2. 1.2The four types of analytics
  3. 1.3Connecting analytics to business objectives and KPIs

Module 2: Analytics Data and Measurement Planning

  1. 2.1How to build a measurement plan
  2. 2.2Key metrics for each marketing channel
  3. 2.3Data sources, collection, and data quality
  4. 2.4Segmentation and personalization

Module 3: Web Analytics Fundamentals

  1. 3.1Users, sessions, page views, and events
  2. 3.2Traffic sources, channels, and UTM parameters
  3. 3.3Landing pages and user behavior
  4. 3.4Engagement metrics and conversion metrics
  5. 3.5Reading reports, trends, and anomalies

Module 4: Analytics Tools and Platforms

  1. 4.1Google Analytics 4 fundamentals
  2. 4.2Google Search Console performance data
  3. 4.3Adobe Analytics overview
  4. 4.4Tag management and tracking implementation
  5. 4.5Connecting tools and choosing the right stack

Module 5: Conversion Funnels and Optimization

  1. 5.1What is a conversion?
  2. 5.2Conversion funnels and drop-off points
  3. 5.3How to calculate conversion rate
  4. 5.4Prioritizing conversion improvements
  5. 5.5Introduction to A/B testing

Module 6: Digital Marketing Performance Analysis

  1. 6.1Measuring SEO and paid advertising performance
  2. 6.2Social, content, and landing page performance
  3. 6.3Comparing acquisition channels
  4. 6.4Evaluating campaigns and avoiding vanity metrics

Module 7: Reporting, Visualization, and Insights

  1. 7.1Building a marketing performance report
  2. 7.2Data visualization and dashboards
  3. 7.3Comparing periods and benchmarking
  4. 7.4Turning data into actionable recommendations

Module 8: Analytics Projects and Practical Assessment

  1. 8.1Analytics case study: Isla Coffee Co.
  2. 8.2Final assessment: digital analytics case study

Evaluating campaigns and avoiding vanity metrics

Your roadmap for this lesson

  • Four questions for every campaign review
  • Why campaigns are judged by their objective
  • How to spot vanity metrics

Short answer

Review every campaign with four questions: what was the objective, what happened, why it happened, and what to do next. Judge each campaign by the goal it was built for. Watch out for vanity metrics like raw page views or follower counts, which look impressive but do not connect to revenue, leads, or retention.

Four review questions

  1. What was the objective and target?
  2. What actually happened (results vs. target)?
  3. Why did it happen (drivers and segments)?
  4. What should we do next?

Judge campaigns by the objective they were built for. An awareness campaign should not be judged on immediate sales, and a sales campaign should not be judged on likes.

Traffic is not the goal

Vanity metrics look impressive but do not connect to business results: raw page views, follower counts, or impressions alone.

Example: A viral post doubles site traffic, but conversions stay flat and engagement rate drops from 60% to 25%. The traffic was the wrong audience. A smaller campaign that brought 500 visitors and 40 sales delivered more value.

Always ask: did this move revenue, leads, retention, or cost?

Quick quiz

1. Which is usually a vanity metric for a sales goal?
2. Traffic doubled but sales stayed flat. Most likely?

Your action

Key terms

Campaign review
A structured look at results versus targets.
Vanity metric
A number that looks good but shows no business value.
Awareness campaign
A campaign aimed at reach, not immediate sales.
Business outcome
Revenue, leads, retention, or cost savings.

Questions beginners ask

Are followers always a vanity metric?

For a sales goal, yes. For an awareness goal, reach can be a fair KPI.

When should I review campaigns?

During the run for fixes, and after it ends for lessons.

Related lessons

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