SEO and GEO: The fundamental differences between two kinds of optimization
If you work in digital marketing, you are probably familiar with SEO (search engine optimization). In recent years, however, a newer concept has rapidly gained importance alongside it: generative engine optimization (GEO), which in Japan is usually called AIO (AI optimization).
The two may look similar at first glance, but they differ in every respect: their goals, their evaluation criteria and the work they require. This article lays out the differences between SEO and GEO systematically and offers pointers for planning your marketing strategy going forward.
SEO basics: Ranking high in search results
The goal of SEO is to get your web pages to rank as high as possible on the results pages (SERPs) of search engines such as Google.
Main evaluation factors in SEO
- Content relevance: How well the page content matches the search query
- Backlinks: Authority judged by links from other sites
- Technical factors: Page speed, mobile-friendliness, structured data and more
- User experience: Bounce rate, dwell time, Core Web Vitals and more
SEO performance metrics
- Search rankings (your position for specific keywords)
- Organic traffic (number of visitors from search)
- Click-through rate (CTR)
- Conversion rate
GEO basics: Appearing in AI answers
The goal of GEO is to get your brand mentioned and recommended appropriately in the answers that AI platforms such as ChatGPT, Gemini, Claude and Perplexity generate.
For the basic concepts of GEO, see What is GEO? A clear guide to the basics of AI search optimization.
Main evaluation factors in GEO
- Brand awareness and reputation: How much the brand is mentioned online, plus its reviews and reputation
- Reliable, consistent information: The same information can be confirmed across multiple trusted sources
- Topic relevance: Being recognized as a solution to a specific problem (job)
- Freshness and accuracy: The information is current and correct
GEO performance metrics
- Mention share: Your brand's share of all mentions of the tracked brands in AI answers
- Mention position (whether your brand comes first, last and so on)
- Mention sentiment (positive, neutral or negative)
- Mention context (whether your brand is recommended or just listed)
SEO vs. GEO at a glance
The list below summarizes the main differences between SEO and GEO.
- Target platforms: SEO targets search engines such as Google and Bing; GEO targets AI platforms such as ChatGPT, Gemini, Claude and Perplexity
- Results format: In SEO, a list of links (the "10 blue links"); in GEO, an answer written in natural language
- User behavior: In SEO, users click a link and visit a site; in GEO, they take in the answer as is, without clicking (zero-click)
- What you optimize: SEO optimizes individual web pages; GEO optimizes the whole information ecosystem around your brand
- The notion of keywords: SEO works with search keywords (short phrases); GEO works with natural-language prompts and topics
- Visibility of results: SEO results are easy to see with rank checkers; GEO requires measuring mention share
- Algorithm transparency: SEO has been studied relatively thoroughly; GEO is still largely a black box
Differences in content strategy
Content strategy for SEO
In traditional SEO, content strategy typically looked like this:
- Choosing target keywords and writing articles optimized for them
- Including keywords in heading tags (h1, h2)
- Optimizing meta descriptions and title tags
- Designing internal links carefully
- Link building to earn backlinks
Content strategy for GEO
In GEO, the approach is very different:
- Building a brand narrative: Communicating clearly what your brand specializes in and what problems it solves
- Earning third-party validation: Getting more third parties to speak for you, through review sites, media coverage, recognition from industry associations and the like
- Building out FAQ and comparison content: Organizing information in formats that AI can easily reference
- Multichannel publishing: Publishing not only on your own site but also on social media, through press releases, in industry media and on other channels
- Consistent messaging: Sending the same brand message on every channel so that AI training data stays consistent
Differences in competitor analysis
Competitor analysis in SEO
In SEO, your competitors are the sites fighting for top rankings on the same keywords. They are usually companies in your own industry.
Competitor analysis in GEO
In GEO, every brand that AI recommends in response to a user's question can be a competitor. This matters a great deal from a Jobs-to-be-Done (JTBD) perspective.
For example, for the job "I want to recover from fatigue," AI presents a wide range of options that cross industry lines, such as massage salons, bath salts, sleep apps and meditation services. Competitors you could not see in SEO become visible in GEO.
SEO and GEO are not at odds: Why you need an integrated strategy
One point is worth stressing: SEO and GEO are not an either/or choice. In fact, a strategy that integrates the two is the most effective.
SEO work that also helps GEO
- Creating high-quality content (E-E-A-T)
- Implementing structured data
- Building brand authority
Work that only GEO requires
- Monitoring mentions across multiple AI platforms
- Keeping your brand narrative consistent
- Strategically placing information in the sources AI draws on
Marketing strategy from here on: Putting SEO + GEO into practice
Short-term initiatives (1–3 months)
- Find out how AI currently mentions your brand
- Check how the major AI platforms answer prompts about your target keywords
- Compare your mention share with that of competing brands
Medium-term initiatives (3–6 months)
- Plan and execute a content strategy with GEO in mind
- Increase your exposure in third-party media
- Set up regular monitoring
Long-term initiatives (6+ months)
- Analyze how your mention share changes over time and run PDCA (plan-do-check-act) cycles on your initiatives
- Open up new keyword areas based on Jobs-to-be-Done (JTBD) theory
- Design conversion paths from AI search
Summary
SEO and GEO are distinct kinds of optimization, with different goals and methods. But they do not compete with each other; they complement each other.
Digital marketing from here on calls for an integrated search optimization strategy that keeps your SEO foundation in place and adds GEO on top.
If you have not started on GEO yet, begin by understanding where your brand stands today. To see how ChatGPT, Gemini and Claude answer Japanese users' questions about your brand, contact us.
Related article: What is GEO? A complete guide to the basics