Real buyer questions
Turn discovery, comparison and decision moments into a repeatable question panel.
AI ANSWER VISIBILITY · GEO GROWTH
When buyers ask AI, is your brand in the answer?
Measure how AI surfaces mention, cite and recommend your brand—then turn the evidence into an executable growth roadmap.
GEO / GENERATIVE ENGINE OPTIMIZATION
Generative engine optimization builds the brand facts and evidence AI systems can discover, understand, cite and recommend accurately.
68/ 100
GEO READINESS
Foundations exist. Evidence remains fragmented.
Prioritize entity clarity, product facts and third-party citations.
Platform visibilityseparate denominators
ChatGPT
4 / 12
Gemini
6 / 12
Perplexity
2 / 12
01
Entity conflict
02
Citation gap
03
Action error
01
Mentioned
Unaided discovery
02
Cited
Evidence-backed claims
03
Recommended
Shortlisted in buyer journeys
04
Accurate
Correct facts and actions
GLOBAL PARTNERS
Global partners
Across consumer technology, finance, industry, hospitality, automotive, food, retail and entertainment.
EVIDENCE / ANSWERS / AI DISCOVERYGive trusted facts a clear path into AI answers.Conceptual illustration of the GEO information path
/ 01
THE QUESTION ISN'T WHETHER AI ANSWERS
It's whether your brand appears when buyers ask.
Traditional analytics cannot show whether a brand entered the AI shortlist, which sources shaped the answer, or whether key facts were wrong. GEO diagnostics make those gaps visible.
Brand fact assets
Align verifiable company, product, capability and action-path facts.
Independent evidence
Build external sources that can be retrieved, verified and cross-referenced.
GEO / OUTPUTMake your brand easier for AI to discover, understand and citeEvery conclusion resolves to a platform, date, question and evidence trail.
/ 02
GLOBAL MARKET COVERAGE
Switch the language. Keep the global scope.
MarketCore platformsExecution note
GLOBAL / NAGlobal / North America
ChatGPTGeminiPerplexityClaude
Core generative search and AI assistants, with a separate panel for each target country.
EUROPEEurope
ChatGPTGeminiPerplexityClaudePeec AIOtterlyAI
Add GEO monitoring tools to the core set; confirm DPA, data residency and access boundaries before scoping.
MAINLAND CNMainland China
DeepSeek豆包千问腾讯元宝Kimi百度夸克
Prioritize the local AI ecosystem, then scope surfaces by industry, procurement and content-discovery journeys.
TW / HKTaiwan / Hong Kong
ChatGPTGeminiPerplexity
Run Traditional Chinese and English panels separately; language conversion does not replace market research.
JAPANJapan
ChatGPTGeminiPerplexity
Use an independent Japanese panel, local competitors and Japan-specific evidence sources.
KOREASouth Korea
ChatGPTGeminiNaver
Start with global platforms and Naver; add Kakao when the buyer journey makes it relevant.
SEA / INDIASoutheast Asia / India
ChatGPTGeminiPerplexity
Measure by country and local language rather than blending results into a regional average.
iInterface language does not define service geography. Final surfaces depend on country, language, access and measurement method; consumer web, official APIs and third-party monitoring tools are reported separately.
/ 03
MEASURE BEFORE YOU OPTIMIZE
Three evidence layers. No misleading master score.
Site foundations, GEO readiness and observed AI visibility answer different questions. Separating them reveals whether to fix the site, strengthen evidence or rebuild market content.
Explore the sample report →FOUNDATION
Search and crawl foundations
Accessible, indexable, factually consistentGEO READINESS
Understandable and citable
Entities, answer blocks, sources and structureOBSERVED VISIBILITY
Observed platform performance
Platform-specific samples and denominators/ 04
WORKFLOW
A complete loop from diagnosis to growth
AI DISCOVERY PATHFrom site foundations to business outcomes
- 01 / DISCOVERDiscoverCrawling, indexing and market questions
- 02 / UNDERSTANDUnderstandEntities, product facts and answer structure
- 03 / CITECiteVerifiable content and independent sources
- 04 / CONVERTConvertInquiries, reports and controlled retesting
Define the market
Align countries, languages, platforms and real buyer questions.
Build the baseline
Audit site foundations, evidence assets and platform answers.
Implement
Remove blockers, then strengthen content, entities and authority.
Retest and grow
Retest the same question panel and measure directional change.
/ 05
SEO AS GEO INFRASTRUCTURE
First become discoverable and understandable. Then earn recommendation.
We do not sell generic keyword retainers. Foundation work is activated only when crawling, indexing, page structure, entity facts or multilingual setup blocks GEO performance.
- Crawlability, indexing and site structure
- Brand, product and company facts
- Structured data and multi-region setup
/ 06
DELIVERABLES
The report is not the endpoint. It is the action interface.
Executive decision brief
Platform visibility matrix
Citation and evidence map
90-day implementation roadmap
/ 08
ABOUT WANTAI GEO
A GEO diagnostic and implementation service built around evidence boundaries.
WantAI GEO serves B2B brands across global markets. We assess SEO foundations, GEO readiness and observed AI-platform performance separately, with every conclusion tied to a date, market, surface and reviewable evidence.
/ 09
GEO ESSENTIALS
Three essential questions, answered.
What is GEO?
GEO stands for generative engine optimization. It focuses on whether generative search and AI assistants can discover a brand, understand its facts correctly, cite supporting sources, and include it in relevant buyer shortlists or recommendations.
How is GEO different from SEO?
SEO helps pages get crawled, indexed and discovered through search results. GEO additionally examines how AI answers resolve entities, select evidence, restate facts and form recommendations. They share crawl, content and authority foundations, but their outcomes should not be blended into one score.
Why is SEO treated as GEO foundation work?
If a site cannot be reliably accessed, indexed or interpreted, AI systems lack a stable discovery and verification path. WantAI GEO therefore includes only necessary SEO work such as crawlability, indexing, architecture, structured data and regional configuration. It does not sell generic keyword retainers.
YOUR BRAND IN THE ANSWER
See how AI understands your brand today.
Enter your domain, select a market and start with a clear baseline.