Chapter 3 · Content Structure for AI
A guide by Roberto Serra
Page Architecture
The deep dives in this section of the “Content Structure for AI” chapter.
A guide by Roberto Serra
8
Deep dives
Chapter 3 · Content Structure for AI
Continue with the deep dives
39 deep dives across the 5 sections of the chapter.
3.1
The AI Looks for the Phrase ‘X is…’ on Your Page, and Moves On if It Can’t Find It
If Your Industry Has Pairs to Compare and You Don’t, the AI Cites Someone Else
Are Your Guides a Wall of Text? AI Can’t Extract Them as an Answer
Do Your FAQs Have One-Line Answers? To AI They’re Unusable
Your content explains the ‘what’ but not the ‘why’? AI ignores it
Are your lists random? AI ignores them and cites whoever has clear criteria
Your content has no numbers? AI considers it less trustworthy
Only talk about the benefits? The AI classifies you as promotional
3.2
Is the key information buried in plain text? With a callout, the AI extracts it first
Are your comparisons written in prose? As a table they’d be 10x more citable
Schema markup isn’t just for Google: AI uses it as a ready-made summary
Do You Cite Your Sources? AI Treats You as a Higher-Tier Resource
Is your key information buried only in the text? With JSON-LD, AI reads it without errors
Does your best content only exist as web pages? As PDFs it becomes a standalone asset
Only evergreen guides? You’re losing the citations on industry news
3.3
The Same Content Lives on Three Different URLs? The AI Doesn’t Know Which to Choose
Does your site have coverage gaps? Competitors fill them and the AI picks them
Your Most Important Page Has Fewer Internal Links Than a Secondary One? The AI Gets Confused
Your links say ‘click here’? AI can’t tell where they lead
Your links jump from one topic to another? AI perceives expertise in none
Adding links without explaining why? The AI doesn’t understand the relationship
Are your related articles picked by an algorithm? To AI they’re worth almost nothing
Is your content a set of isolated pages? The hub and spoke model organizes it for AI
3.4
Your flowcharts are beautiful images that AI can’t read
Your videos have no chapters? The AI can’t cite the right part
Want AI to cite you more? Build a tool other sites want to embed
Are your podcast show notes a three-line outline? You’re wasting an asset
Do your infographics have alt text like ‘sales chart’? To AI, they don’t exist
Got hours of excellent video? Without a transcript, they don’t exist to AI
Your infographics are beautiful but to AI they don’t exist
Do your captions say ‘Sales chart’? With the right numbers, they become citable
3.5
If the answer is in paragraph 8, the AI will never find it
Every section of your page must be a mini-article the AI can cite on its own
AI doesn’t read your generic headings: it ignores them
Your article has no table of contents? The AI is searching for answers in the dark
You’re Wasting Your Page’s First Viewport on a Decorative Banner
AI can’t tell where your page sits without breadcrumbs
Want AI to cite your article? Give it a TL;DR to copy
Your sidebar is polluting the content the AI extracts
