Win in AI search — not just link search
When someone asks ChatGPT or Perplexity "which company should I use?", there's no ranked list of links. There are a handful of cited sources. GEO makes sure you're one of them — through citable content, technical signals and authoritative off-site mentions.
What is GEO
There's no link list in AI search — only cited sources
Generative Engine Optimization (GEO) emerged from a 2024 academic paper to describe the challenge of winning inside AI-synthesized answers. There is no "position #1." Winning means being one of the few sources the AI selects and quotes. GEO is currently the highest-search-volume AI discipline in Japan.
| Approach | Goal | Surfaces | Time to result |
|---|---|---|---|
| GEO | Be a cited source in AI answers | ChatGPT, Perplexity, Gemini | Mid-term (3–6 mo) |
| AEO | Be the direct answer | AI Overviews, snippets, voice | 1–3 months |
| LLMO | Shape model brand knowledge | Model parametric memory | 6–12+ months |
The problem
Buyers are searching in AI — but not finding you
Invisible in AI search
Potential customers ask ChatGPT and Perplexity about your category — and get answers that never mention you.
Competitors cited first
AI names competitors as the go-to choice before the buyer ever reaches a comparison page — losing deals at the earliest stage.
Market share erosion
As more decisions start with an AI conversation, every week without GEO is share lost to competitors who act first.
What we optimize
Three pillars of GEO
GEO is broader than SEO. Content alone isn't enough — generative engines also parse technical signals and look for corroboration from off-site sources.
Content
AI-citable assets: well-sourced articles, structured Q&A, comparison guides, data-backed claims and clear entity definitions. We identify the exact queries you should own and build the content to win them.
Technical
Structured data (Service, Organization, FAQ schema), an llms.txt file, correct HTML semantics, and a crawlable, fast site. This is where Supasaito's Webflow implementation strength is the differentiator.
Off-site citations
Authoritative mentions in press releases, note.com articles, industry publications and partner sites. AI learns from what it finds across the web — not just your own domain.
Process
Five steps to AI citation
Analysis
Identify target queries; measure current AI visibility across ChatGPT, Perplexity and Gemini.
Monitoring
Set up weekly scans so every change in citation rate is visible in Suparanku.
Content
Produce AI-citable content assets designed to be the best answer on target queries.
Technical
Implement schema, llms.txt and HTML optimization at the code level.
Off-site mentions
Build authoritative citations on trusted external platforms and publications.
Why Supasaito
The only team with all three pillars
Webflow Enterprise technical depth
Schema markup, llms.txt, HTML semantics — we implement these ourselves in code, as Japan's first Webflow Enterprise Partner. No relay to a separate dev team.
Measured with Suparanku
We track which AI engines cite you, how often and with what sentiment — weekly. You see the data behind every optimization decision.
Content + technical + off-site
We cover all three GEO pillars in one engagement. Most agencies do one or two. We handle everything.
Self-serve
Scan your AI search visibility weekly
If your team would rather run GEO measurement in-house, Suparanku — the platform we operate — scans your brand across ChatGPT, Perplexity, Gemini and more every week. It shows you exactly who cites you, how often and with what sentiment.
- Weekly automated scans across all major generative AI engines
- Visibility, Rank, Sentiment, Competitors, Sources — five axes
- Auto-generated prioritized recommendations and content briefs
- Japanese-native analysis (spelling variants, honorific nuance)
- Data in the Tokyo region · qualified-invoice compliant
FAQ
Common questions about GEO
How is GEO different from SEO?
SEO earns a ranked link. GEO earns a citation inside a synthesized AI answer — where there is no "link list" to rank in. Both matter; GEO is the layer that captures buyers who now start with ChatGPT or Perplexity instead of a Google search.
Which engines does GEO target?
ChatGPT (including search mode), Perplexity, Google Gemini in conversational mode, and other generative AI search tools. GEO is the highest-search-volume AI discipline in Japan right now.
What makes a brand "citable" to a generative AI?
Three pillars: content that AI can confidently quote, technical signals (structured data, llms.txt, correct HTML) that help crawlers parse your pages, and authoritative off-site mentions on trusted publications and platforms.
How long until results?
Mid-term — typically 3–6 months before citation rates move noticeably. Content and technical fixes can show change faster; off-site citation building takes longer.
Can you also handle the technical implementation?
Yes — that is one of our main differentiators. As Japan's first Webflow Enterprise Partner, we implement structured data, llms.txt files and HTML optimizations ourselves, not just in a slide deck.
How is GEO different from AEO or LLMO?
AEO targets direct-answer surfaces (Google AI Overviews, snippets, voice). GEO targets generative AI search conversations. LLMO shapes the model's long-term brand knowledge. They are complementary — GEO has the biggest demand-capture opportunity today.
Related disciplines
GEO is one part of AI Optimization
AEO
Answer Engine Optimization — get cited as the direct answer in Google AI Overviews and voice search. Fastest results.
Learn moreLLMO
Large Language Model Optimization — shape what the model itself knows and says about your brand. Longest horizon.
Learn moreAIO
AI Optimization — the umbrella covering all three disciplines together. See the full picture.
Back to AIO hubContact
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