Simple and Smart SEO: GEO for Shopify and Etsy sellers

Can AI Read Your Website? Accessibility and Vibe Coding with Kristine Schachinger (Part 1)

• Crystal Waddell • Season 5 • Episode 218

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0:00 | 28:07

Your website looks great to you. But can the people and machines visiting it actually use it?

In Part 1 of this conversation on the Simple and Smart SEO Show, Crystal Waddell sits down with technical SEO consultant Kristine Schachinger to explore website structure, accessibility, and the risks of building with AI without understanding the code.

Kristine shares what she’s observed while testing large language models, why she pays attention to headings and relationships between topics, and how accessibility connects to the growing conversation around AI agents.

Then we get into vibe coding. As a business owner who uses AI and is studying cybersecurity, Crystal brings her own questions to the conversation: What can you safely build yourself? What might you miss? And when should a developer review your work?

If you run a Shopify store, manage your own website, or have started building tools with AI, this episode gives you practical questions to ask before your next launch.

What you’ll learn

  • What technical SEO site recovery involves.
  • What Kristine’s LLM experiments revealed about how models handle information within a document.
  • Why clear headings, page structure, and related topics deserve attention.
  • What an accessibility tree is and how it relates to AI agents.
  • How small design choices can create big barriers for customers.
  • Why Kristine recommends developer review before releasing AI-built software to other people.

Chapters

00:00 Meet Kristine Schachinger
00:31 From design and accessibility to technical SEO
01:56 What is a site recovery?
02:43 Why Kristine tests AI
03:41 Entities and the “messy middle” of content
06:24 Applying page structure to your website
07:50 Understanding the accessibility tree
10:29 Tools for reviewing website accessibility
12:25 Accessibility, legal concerns, and customer experience
19:28 Vibe coding: what could you be missing?
22:12 Security risks and lessons from hacker conferences
24:37 Learning cybersecurity and questioning assumptions

A quote to remember

“So the clearer you are, the better your structure.”
— Kristine Schachinger

Try this after listening

Choose one important page on your website. Review it on your phone, check whether the headings clearly organize the content, and look for text or controls that are difficult to read or use. If you’ve built a public-facing tool with AI, consider having a developer review its functionality and security.

Tools and resources discussed

Chrome DevTools and Lighthouse, Screaming Frog, Sitebulb, DEF CON, and Black Hat.

Connect with Kristine

Find Kristine Schachinger on LinkedIn and listen to her podcast, Webcology, wherever you listen to podcasts.

Coming in Part 2

Does AI search need a new name? Kristine shares her perspective on GEO, AEO, and SEO, plus what she thinks businesses should reconsider about AI-generated content.


Text me your questions or comments!

Hey, Shopify store owners! (Especially if you're selling on Etsy, too!)

Here's a quick question: Are people actually finding your products on Google?

If SEO feels confusing, overwhelming, or like something you'll "get to later", this is for you.

I'm hosting a free, seven day Shopify SEO challenge that breaks it down into simple, doable steps.

No tech headaches, no fluff. Join us at

 Hey, Shopify store owners! (Especially if you're selling on Etsy, too!)

Here's a quick question: Are people actually finding your products on Google?

If SEO feels confusing, overwhelming, or like something you'll "get to later", this is for you.

I'm hosting a free, seven day Shopify SEO challenge that breaks it down into simple, doable steps.

No tech headaches, no fluff. Join us at aise

 Hey, Shopify store owners! (Especially if you're selling on Etsy, too!)

Here's a quick question: Are people actually finding your products on Google?

If SEO feels confusing, overwhelming, or like something you'll "get to later", this is for you.

I'm hosting a free, seven day Shopify SEO challenge that breaks it down into simple, doable steps.

No tech headaches, no fluff. Join us at

Support the show

Is your Shopify store quietly losing sales? Run the free, 5-minute self-check →


Book a Strategy Call With Crystal!

Want to follow up on what you've heard? Search the podcast!


AFFILIATE LINKS:

SEO TOOLS :


Keywords Everywhere: My favorite keyword research tool!

Get SurferSEO! The ultimate content creation tool!


E-COMMERCE TOOLS:


Start your Shopify Store! (use my link)

Klaviyo: The leader in Ecommerce Email

Grid and Pixel: Get John and his team's help in setting up your flows and campaigns!


SOCIAL MEDIA TOOLS:

Metricool (Awesome and easy to use social media scheduler!)


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