Inside the lesson
What you will learn
Review the entity home, public references and existing search presentation. A complete profile and structured data can support clarity, but neither guarantees that Google creates a knowledge panel.
Work through the lesson
Read the explanation, inspect the worked examples, then complete the practical exercise on a page or entity you can verify. Record the starting material, your changes and the evidence that supports your interpretation.
Check your understanding
Use the lesson’s recap and questions to explain the concept in your own words. When an example uses a hypothetical score, business or result, keep it labelled as illustrative. Apply only the parts supported by your own page and source evidence.