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.

Appendix

Typical Page	Primary Purpose	Visitor Is Trying to Learn or Do	What the Page Should Clearly Communicate	Common GEO / SEO Value	Common Mistake
Homepage	Orient the visitor and explain the overall business/site	What is this site, is it for me, and where should I go next?	Audience, problem, offer, credibility, main navigation, and primary call to action	Helps establish the site’s overall topic/entity and connects visitors and crawlers to important pages	Vague welcome language that says little about what the business actually does
About Page	Build trust and explain who is behind the site	Who are these people, and why should I trust them?	Experience, qualifications, story, mission, expertise, real people, and credibility	Supports entity understanding, expertise, and trust	Telling a personal story without showing why it matters to the visitor
Service Page	Explain a specific service	What do you do, who is it for, and how does it help?	Service, audience, problem solved, process, benefits, proof, and next step	Can answer specific commercial/service questions and clarify topical relevance	One generic Services page with several unrelated services and little detail
Product Page	Explain and sell a specific product	What is this, why would I want it, and should I buy it?	Product details, benefits, use cases, specifications, price, proof, and call to action	Strong source for product-specific questions, comparisons, and recommendations	Thin descriptions copied from manufacturers or vague benefit claims
Category / Collection Page	Organize multiple related products or services	What are my options in this category?	Category purpose, important choices, differences, filters, and links to specific items	Helps establish topical structure and relationships among offerings	Acting only as a grid of links with no explanatory content
Landing Page	Drive one focused action	Should I respond to this specific offer?	One audience, one problem, one offer, proof, and one primary call to action	Useful for highly targeted campaigns and intent-specific queries	Too many navigation choices or competing calls to action
Contact Page	Make it easy to reach the organization	How do I contact or visit you?	Form, email, phone, location, hours, expectations, and next steps	Supports local/entity confirmation and contact-intent questions	A bare form with no context about what happens after submission
Location Page	Explain a specific business location or service area	Do you serve my area, and what is available here?	Address or service area, hours, local services, directions, and local proof	Very useful for local and geographically specific search and AI questions	Duplicating the same generic content across many city pages
FAQ Page	Answer recurring customer questions efficiently	I have a specific question before I decide	Concise, accurate answers to real audience questions	Strong answer-focused content that can support AEO and AI retrieval	Inventing questions for keywords rather than answering real customer concerns
Blog Post / Article	Answer a specific informational question	Help me understand or solve this issue	A clear answer, explanation, evidence, examples, and next steps	Builds topical authority and gives AI systems specific source material	Writing broad generic content that adds little new value
Guide / How-To Page	Teach a process in depth	Show me how to do this	Steps, conditions, examples, warnings, visuals, and practical advice	Strong for procedural prompts and detailed retrieval	Long content without a clear sequence or direct answer
Resource Hub	Organize related educational content	Where can I learn more about this topic?	Topic overview, subtopics, and links to guides, articles, and tools	Helps establish topical architecture and internal linking	Becoming just a list of links with no explanation of how the pieces fit together
Pillar / Topic Page	Provide a broad authoritative overview of a topic	Give me the big picture and point me to details	Core topic, major subtopics, definitions, and links to deeper pages	Supports topical authority and site structure	Trying to answer every question on one page instead of linking to specialized content
Comparison Page	Help users choose between alternatives	Which option is right for me?	Differences, tradeoffs, criteria, use cases, and evidence	Valuable for decision-stage prompts and AI comparison questions	Biased claims with no criteria or evidence
Best / Recommendation Page	Recommend options for a specific need	What should I choose?	Selection criteria, recommended options, reasons, limitations, and evidence	Can be valuable for recommendation-style AI queries when credible	Publishing generic best-of lists with no testing, evidence, or clear criteria
Case Study	Demonstrate real results	Has this worked for someone like me?	Situation, challenge, approach, evidence, and outcome	Strong proof/trust signal and useful evidence for AI systems	Marketing claims without measurable results or specifics
Testimonial / Reviews Page	Provide social proof	What do actual customers think?	Authentic feedback with enough context to be meaningful	Supports credibility and trust	Anonymous or overly polished testimonials that feel unverifiable
Portfolio / Work Examples	Show what the organization has actually done	Can they really do this?	Real work, examples, outcomes, and context	Strong experience and credibility signal	Images with no explanation of what was done or why it mattered
Pricing Page	Explain cost and purchase options	What will this cost me?	Prices, packages, inclusions, differences, and conditions	Useful for current commercial queries and comparisons	Hiding all pricing or presenting confusing packages
Booking / Appointment Page	Convert interest into a scheduled action	How do I reserve a time?	Available action, process, expectations, and confirmation	Supports clear conversion intent	Making users hunt for how to book or what happens next
Lead Magnet / Download Page	Exchange useful content for contact information	Is this resource worth giving my information for?	What the visitor receives, value, audience fit, form, and privacy expectations	Useful for conversion; can also support topical relevance if the page itself is informative	A thin page with almost no information except a form
Event Page	Explain a specific event	What is happening, when, where, and should I attend?	Date, time, location, audience, agenda, speakers, and registration	Excellent for current and time-sensitive retrieval	Leaving old events live without clearly marking them as past
Team / Staff Page	Identify people in the organization	Who works here and what do they know?	Names, roles, expertise, bios, and credentials	Helps entity understanding, expertise, and trust	Listing names and titles only without meaningful bios
Author Page	Establish who created content	Who wrote this, and are they qualified?	Bio, expertise, credentials, and related content	Helpful for authorship, expertise, and trust signals	Generic bios with no connection to the subject matter
Press / Media Page	Show external recognition and provide media information	Has this organization been recognized elsewhere?	Press mentions, media assets, contact information, and notable coverage	Can support authority and third-party validation	Treating self-published announcements as equivalent to independent coverage
Research / Original Data Page	Publish unique evidence	What does the data show?	Method, data, findings, limitations, charts, and citations	Especially strong for citations, trust, and AI retrieval	Claims without explaining methodology
Tool / Calculator Page	Help users perform a task or get a personalized answer	Can you help me calculate or decide this?	Inputs, output, explanation, and assumptions	Highly useful, distinctive, and potentially citation-worthy	A tool with no explanation of assumptions or results
Glossary / Definition Page	Define terminology	What does this term mean?	Clear definition, context, examples, and related concepts	Good for answer-focused discovery and topical coverage	Thin dictionary-style definitions with no added value
Policies / Privacy / Terms	Explain legal and operational rules	How will my data, order, or relationship be handled?	Privacy, terms, returns, shipping, or other relevant policies	Important for trust and business legitimacy	Using generic boilerplate that does not match actual practices
404 Page	Help users recover from a broken or missing URL	Where do I go now?	Clear error message, navigation, search, and useful links	Primarily UX, but helps keep visitors and crawlers moving through the site	A dead end with no way back into the site