Module 3: SEO Foundations for AI Visibility

Module Challenge

Learning Outcomes

The Big Idea

Generative Engine Optimization does not replace SEO. It builds on many of the same foundations.

If search systems cannot access a page, understand its topic, identify its structure, or connect it to the rest of the website, that page is less likely to become useful in either traditional search or AI-generated answers.

SEO helps create the technical and structural foundation. GEO extends that foundation by asking whether AI systems can also understand, trust, retrieve, cite, and recommend the content.

SEO helps your website become findable and understandable. GEO helps it become useful and selectable in AI-generated answers.

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How to Use This Module

This module is divided into two preparation sections that match the two class periods for this week.

Complete Before Class 1: How Search Engines and AI Systems Find Your Website before the first class period. This section explains what must happen before a page can become visible in search engines or AI-generated answers.

Complete Before Class 2: Apply SEO Foundations to Your Website before the second class period. This section asks you to make real improvements to your semester website.

As you work through this module, do more than read. Open your own website, inspect important pages, make improvements, and save evidence of what you changed.

Your graded preparation assignments for this module are located in Canvas. Canvas will tell you exactly what to submit, when it is due, and how it will be graded.

Visual Framework

Use this sequence to think about the foundation of AI visibility:

Access

Can search engines and AI systems reach the page?

Discovery

Can they find the page through links, navigation, sitemaps, or other sources?

Understanding

Can they determine what the page is about and how it relates to the rest of the website?

Trust

Does the page provide enough clarity, evidence, and credibility to be treated as useful information?

Selection

Is the page a strong enough match to be shown, cited, or recommended for a particular user question?

Key Terms

Crawling

The process automated systems use to discover and access web pages.

Indexing

Storing and organizing information about a page so it can potentially appear in search results.

Search engine optimization (SEO)

Improving a website so search systems can access, understand, and appropriately surface it.

On-page SEO

Improvements made directly on a page, such as titles, headings, content, links, and images.

Internal link

A link from one page on your website to another page on the same website.

Title tag

The HTML title associated with a web page, commonly used in search results and browser tabs.

Heading

A structured page label such as H1, H2, or H3 that helps organize content.

URL

The web address of a page.

Alt text

Text that describes an image for accessibility and helps systems understand its purpose.

Sitemap

A file that helps search engines discover important pages on a website.

Robots.txt

A file that provides crawling instructions to automated systems.

A Website Has to Be Found Before It Can Be Recommended

Publishing a page does not automatically make it visible to every search engine or AI system. Visibility depends on several steps.

A page may exist but still be difficult to discover. It may be discoverable but poorly organized. It may be technically accessible but so vague that a system cannot confidently understand what it is about.

This is why basic SEO remains important in a GEO strategy.

Crawling

Automated systems discover pages by following links, reading sitemaps, and accessing web addresses. If an important page is isolated, blocked, broken, or difficult to reach, it may be harder for automated systems to use it.

Indexing

Search engines may store information about pages they discover. Being crawled does not guarantee that a page will be indexed, and being indexed does not guarantee that it will rank.

Understanding

Once systems access the page, they still need to determine what it is about. Clear titles, headings, navigation, URLs, internal links, and page content all provide context.

Your Website Should Explain Itself

Imagine a visitor arrives on one of your pages without first seeing your homepage. Could that visitor quickly determine:

• what the page is about?
• who the information is for?
• how the page relates to the rest of the website?
• what action to take next?

Search engines and AI systems benefit from many of the same clarity signals.

Five Foundations to Check

1. Clear Page Titles

Every important page should have a specific title that accurately describes the page.

Weak: Services

Stronger: Beginner Piano Lessons in Rexburg, Idaho

2. Logical Heading Structure

Use headings to organize ideas. Your page should normally have one clear main heading and logical sections underneath it.

• H1: Main page topic
• H2: Major section
• H2: Major section
• H3: Subsection within an H2

3. Descriptive URLs

URLs should be short, readable, and related to the page topic.

Weak: example.com/page123

Stronger: example.com/beginner-piano-lessons

4. Internal Links

Internal links help visitors and automated systems discover related information. Important pages should not be isolated.

5. Descriptive Images

Images should support the page rather than merely decorate it. When appropriate, add useful alt text that describes what the image shows or communicates.

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Activity 3A: Inspect Your Website Foundation

Open your website and choose three important pages. For each page, check:

• Is the page easy to reach from the navigation or another page?
• Does the page have a clear title?
• Does it have a clear H1?
• Are headings organized logically?
• Is the URL descriptive?
• Does the page link to another useful page on the site?
• Could someone understand the purpose of the page within 10 seconds?

Write down at least three improvements you could make.

Prepare for Class

Before class, complete the current Prep Ticket in Canvas. Be prepared to show one page from your website and explain one SEO foundation that is working well and one that still needs improvement.

Start With the Pages That Matter Most

You do not need to optimize every page at once. Start with the pages that are most important to your audience and most important to understanding your website.

• Homepage
• Main product or service page
• Important resource or information page
• About page
• Primary conversion or next-step page

Write for People First, Then Make Meaning Clear

SEO should not make your writing robotic. Your goal is not to repeat keywords unnaturally. Your goal is to make the topic unmistakably clear.

A strong page usually communicates:

• what the page is about
• who it is for
• what problem it addresses
• what information or solution it provides
• what the visitor should do next

Improve Your Homepage SEO Foundation

Check your homepage for the following:

• A clear page title
• One strong H1
• A specific description of what the business or website does
• Clear audience language
• Links to the most important pages
• A clear primary action

Improve One Important Interior Page

Choose one important page other than the homepage. Ask:

• Does the page have a specific title?
• Does the H1 clearly describe the topic?
• Are the H2 headings useful and descriptive?
• Does the content answer real audience questions?
• Are there useful internal links?
• Does the page lead naturally to another page or action?

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Activity 3B: Make Five SEO Improvements

Make at least five improvements to your website. Possible improvements include:

• Rewrite a page title.
• Improve an H1.
• Add useful H2 headings.
• Improve a URL slug.
• Add an internal link.
• Add meaningful alt text to an important image.
• Rewrite a vague paragraph.
• Improve your homepage description.
• Add a link from the homepage to an important page.
• Improve the call to action.

Save evidence of the changes you make. Screenshots can become part of your GEO portfolio.

SEO Is the Foundation, Not the Finish Line

After this week, your site should be easier to access and understand. That does not mean your GEO work is complete.

Later modules will address deeper questions such as:

• What questions should your website become the answer to?
• How do AI systems retrieve and synthesize sources?
• How should you research prompts and AI visibility?
• How can you strengthen entity understanding?
• How can you build topical authority?
• How can you improve evidence and trust?
• How can structured data reinforce meaning?

The goal this week is simply to make sure the foundation is strong enough to support that work.

Prepare for Class

Before class, complete the current Prep Ticket in Canvas. Be prepared to show at least one SEO improvement you made and explain why you made it.

Save to Portfolio

Save the following items. You will use them later in your final GEO strategy portfolio.

• Screenshot of your homepage before or after an SEO improvement
• Example of an improved page title or H1
• Example of an internal link you added
• Example of improved heading structure
• Example of useful image alt text
• Short explanation of the most important SEO improvement you made
• List of additional SEO improvements you still need to make

Module Summary

Generative Engine Optimization does not begin after SEO ends. GEO builds on a website foundation that is accessible, discoverable, understandable, and useful.

This week you learned how crawling, indexing, titles, headings, URLs, internal links, and images help establish that foundation.

Your website does not need to be fully optimized yet. It does need to be clear enough that people, search engines, and AI systems can begin to understand what it is and what value it provides.

Next: We will look more closely at how generative engines retrieve information and use sources to construct answers.