
Layout
The Layout benchmark checks if your HTML structure makes sense to AI crawlers. One missing <h1> or messy section flow can make ChatGPT skip your page entirely. Clean code = clear visibility.
What is the Layout benchmark?
Layout is about your technical structure. AI doesn’t read websites like humans do. It scans your HTML tags to decide what’s important.
Layout includes:
Heading Structure → Do you have one <h1> and logical <h2> → <h3> order? Skipping levels confuses AI.
Section Flow → Intro → Content → Conclusion. No messy jumps.
Semantic Tags → Do you use <main>, <section>, <article>? Or is everything dumped into <div> blocks?
Accessibility → Buttons labeled, images have alt text, contrast high enough to read.

Why Layout matters for AI visibility?
AI loves clean layouts because they map directly to how the model extracts structured info. If your code is messy, the AI literally can’t tell what’s important.
Site A → <h1>Best Running Shoes 2025</h1> followed by structured sections and product lists.
Site B → Page title is just a styled <div> and headings are missing. Even if Site B has more text, AI will pick Site A every time.
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