SEO Audit Projects
Inspect how a website communicates and can be discovered. An audit should connect an observation to an actionable recommendation.
Why this matters
Web work, marketing support and freelance portfolio samples. A useful learning task gives you a reason to use the tool and a way to judge the result. Instead of collecting generated answers, learn to identify what the task requires and what still needs checking.
The worked task
Your practice brief
A small website has confusing headings and broken internal links.
Use fictional or approved information. Before starting, say what a useful output would look like and which claims or actions need review.
- Choose a permitted website or local sample.
- Review structure, titles, readability and navigation.
- Record evidence for each issue and propose a practical fix.
- Prioritise recommendations and explain what requires further checking.
What you can show
Evidence-led audit and a prioritised improvement list.
Keep the original attempt and the improved version when appropriate. Explain which parts AI helped with, what you changed yourself and why the final output is more useful.
Review before calling it complete
- Does the result answer the actual brief?
- Which facts, calculations or behaviours did you verify?
- What is still uncertain or incomplete?
- Can you explain the important decisions without relying on the generated answer?
Connect the next skill
Track verified fixes and avoid promising rankings or traffic.
Practice presenting the result or handling the conversation around it. A well-made output and a clear explanation are different skills; both deserve an attempt and feedback.
Explore the learning platform: Foundation curriculum. Examples here explain possible learning applications; they are not promises of individual results.
Explore the demo before choosing your next step.
Find an answer you can trace to a source
An AI answer sounds convincing, but the source may be missing, outdated or unrelated.
Research + verificationFollow the example →
From repeated problem to a tested prototype
A team repeatedly answers the same service questions and wants an AI assistant.
Research → design → build → testFollow the example →Questions to connect this topic with real situations
These related, illustrative practice guides can help you rehearse the conversation or task around your learning. Choose a suitable level; they do not replace the actual lesson brief or specialist review.
All topic questions and scenarios · Choose a practice format