AI Search Optimisation vs SEO

Why AI search optimisation matters

AI assistants are now the first step in many buying journeys. Users no longer type short keywords. They ask full questions:

• "Who is the best for…"
• "What should I look for in…"
• "How do I decide between…"

AI answers these with reasoning, not rankings. That means the content with the strongest meaning signals wins.

AI search optimisation rewards:

• Clarity
• Examples
• Outcomes
• Steps
• Audience definition
• Objection handling
• Internal linking

Google ranking factors are not involved at all.

How SEO and AI search actually differ

SEO = position based visibility. AI search = recommendation based visibility.

How AI decides which business to recommend

AI models simulate understanding. They scan content for:

• What you do
• Who you help
• Why it works
• When your service applies
• What outcomes you deliver
• What examples show you do it well

These are meaning signals. If meaning is strong, AI recommends you. If meaning is weak, AI avoids recommending you.

Common mistakes businesses make

• Using jargon instead of plain language
• Trying to rank in AI with keyword heavy SEO text
• Publishing generic content with no examples
• No clear outcomes
• No audience definition
• No steps or methods explained
• No internal linking

These weaken AI trust and reduce visibility.

How to optimise for AI search

• Rewrite your service pages to be simple and direct
• Add two or three examples per service
• Describe the outcomes clearly
• Add steps or a short method
• Explain objections customers commonly have
• Link related pages to strengthen context
• Add clarity across the whole site

These signals help AI form a complete meaning graph.

Real life examples

• A consultant rewrote SEO heavy service pages into plain language. AI visibility increased within a week.
• A tradesperson added examples of common job types. ChatGPT began including them in answers for relevant queries.
• A coach added steps and outcomes. Claude began recommending their services consistently.

External explanation

A longer narrative comparison of AI search optimisation vs SEO is available on Substack.

FAQs