What are bonus resources?

Bonus resources are extra learning materials Vunolin pulls live from the web at the end of each lesson. For learners who want to go deeper on a topic.

What they include:

• Articles and blog posts.
• Visual resources (infographics, diagrams).
• Video and podcast links.
• Academic references (university lecture notes, open-source books).

How it works:

• When each lesson ends, Vunolin selects 3-5 resources most relevant to your topic and shows them.
• Resources are fetched in real time, so they're up to date every time a lesson ends.
• Tap a link if you're interested; skip if you're not.

Important notes:

• Resources are third-party sites; Vunolin isn't responsible for their content.
• Resource quality varies by topic; sometimes you'll see a few, sometimes more.
• Bonus resources are available on all plans (Free included).

For how lesson material is chosen, see Lesson types.