Module 1: Foundations of AI in SEO
What is GEO?
- SEO: Focuses on ranking, enables users to click through to your website
- GEO: AI refers to your content in its answers to queries
- Structure content for AI trust
- Create clear claims or steps
- Provide definitions, steps, comparisons
- Include citations, data and credentials
- Add headings, lists, tables and schema
- Ensure identifiable, reusable (for the AI tool) units
1
,Key components: Clarity, credibility and structure.
Do’s:
- Show clear questions & answers (FAQ section)
- Use headings matching user intent
- Add concise claims with sources
- Structure content for easy extraction
- Apply schema matching content purpose
- Include freshness cues and updates (e.g., last updated: date)
Common mistakes
- Create an unstructured wall of text
- Make uncited claims
- Over-optimise with keyword stuffing
- Using ambiguous terms or acronyms
- Publish outdated content
- Maintain thin author pages (no signals for expertise)
GEO Podcast
- Make it easy to scan and summarise for both humans and AI tool
- Clear claims, supporting details and a citation or data point.
- Organise content with headings, tables and lists.
- Evidence is more important than before - cannot rely on domain authority or
backlinks.
- Explicit author credentials
- Last-updated dates
- Outbound links to primary sources
- No keyword stuffing
- Spell out acronyms
2
, - Link to authoritative profiles
- Make sure your terminology is consistent
- Schema markup
- Measuring success
- Ranking & clicks (original SEO metrics)
- GEO: citations, quality of attribution, position in the AI answer, if summary
is actually faithful to your content (downstream actions: sign-ups or
branded searches after seeing your answer in AI answer)
- Content AI Proof checklist
- Modular, evidence rich: standardized tables, steps lists, FAQs
- Pair practitioners with editors. Add bios & credentials. Last updated dates
- Check for clarity, evidence, bias & freshness + legal/compliance
- Updating routing
- Monthly for topics that change fast
- Quarterly for evergreen stuff
- How to benefit from mentions: Have best tool, checklist or guide (directs traffic to
your website) => It’s about usefulness, not just visibility
- Basics still matter: useful content, technical cleanliness, empathy for the user.
Now, you just need to make those things machine-readable and safe to quote.
The future of SEO professiononals
- Organic CTR’s drop: position 1 results lose 30 - 40% clicks
- From merely using keywords to understanding intent, context & behaviour
- Search is now answer-first
- AI’s pull answer from multiple sources
- Compete for inclusion & attribution in the generated answer
- Meaning over exact keyword matches
- not keyword repetition & thin variations of keywords; but:
- Focus on deeper meaning: concepts, entities and relationships.
- Evidence and safety standards
3
What is GEO?
- SEO: Focuses on ranking, enables users to click through to your website
- GEO: AI refers to your content in its answers to queries
- Structure content for AI trust
- Create clear claims or steps
- Provide definitions, steps, comparisons
- Include citations, data and credentials
- Add headings, lists, tables and schema
- Ensure identifiable, reusable (for the AI tool) units
1
,Key components: Clarity, credibility and structure.
Do’s:
- Show clear questions & answers (FAQ section)
- Use headings matching user intent
- Add concise claims with sources
- Structure content for easy extraction
- Apply schema matching content purpose
- Include freshness cues and updates (e.g., last updated: date)
Common mistakes
- Create an unstructured wall of text
- Make uncited claims
- Over-optimise with keyword stuffing
- Using ambiguous terms or acronyms
- Publish outdated content
- Maintain thin author pages (no signals for expertise)
GEO Podcast
- Make it easy to scan and summarise for both humans and AI tool
- Clear claims, supporting details and a citation or data point.
- Organise content with headings, tables and lists.
- Evidence is more important than before - cannot rely on domain authority or
backlinks.
- Explicit author credentials
- Last-updated dates
- Outbound links to primary sources
- No keyword stuffing
- Spell out acronyms
2
, - Link to authoritative profiles
- Make sure your terminology is consistent
- Schema markup
- Measuring success
- Ranking & clicks (original SEO metrics)
- GEO: citations, quality of attribution, position in the AI answer, if summary
is actually faithful to your content (downstream actions: sign-ups or
branded searches after seeing your answer in AI answer)
- Content AI Proof checklist
- Modular, evidence rich: standardized tables, steps lists, FAQs
- Pair practitioners with editors. Add bios & credentials. Last updated dates
- Check for clarity, evidence, bias & freshness + legal/compliance
- Updating routing
- Monthly for topics that change fast
- Quarterly for evergreen stuff
- How to benefit from mentions: Have best tool, checklist or guide (directs traffic to
your website) => It’s about usefulness, not just visibility
- Basics still matter: useful content, technical cleanliness, empathy for the user.
Now, you just need to make those things machine-readable and safe to quote.
The future of SEO professiononals
- Organic CTR’s drop: position 1 results lose 30 - 40% clicks
- From merely using keywords to understanding intent, context & behaviour
- Search is now answer-first
- AI’s pull answer from multiple sources
- Compete for inclusion & attribution in the generated answer
- Meaning over exact keyword matches
- not keyword repetition & thin variations of keywords; but:
- Focus on deeper meaning: concepts, entities and relationships.
- Evidence and safety standards
3
