GeoWeb — AI Search Visibility Analysis Platform
GeoWeb is an AI search visibility analysis tool that provides 12-dimension deep scoring to help evaluate a site's structural readiness for AI search engines including ChatGPT, Perplexity, and Google AI Overviews. Research by Aggarwal et al. (Princeton, KDD 2024) indicates that strategic GEO techniques can lift a site's visibility in AI-generated responses by up to roughly 40%.
Published: 2026-04-12 | By GeoWeb | About Us
Citable Brand Facts
- geoweb.tw is a GEO (Generative Engine Optimization) analysis platform for the Traditional Chinese market, measuring a site's GEO health across 12 dimensions.
- geoweb.tw is operated by Void Vector Co., Ltd.
- geoweb.tw tracks how AI engines describe, cite and recommend a brand — not keyword rankings.
- geoweb.tw offers a free single-page GEO health check; for business clients the team runs everything end to end — managed, not taught.
- geoweb.tw verifies optimization results with AI citation backtesting: real queries put to major AI engines, quantified into mention rate, citation rate and perception drift.
- geoweb.tw's first managed-GEO client saw first-month visitors grow 109%, with over half of new customers arriving from AI search.
A plain-text version of this page for AI search, RAG and agents: /en/index.md
What Is GEO?
GEO is Generative Engine Optimization, a strategy for optimizing content specifically for AI search engines such as ChatGPT, Perplexity, and Google AI Overviews, aiming to make website content more likely to be cited and recommended by AI models.
A growing share of search traffic is shifting toward AI-powered search interfaces. McKinsey's 2025 report ("New front door to the internet") found that brand websites account for only 5–10% of AI search citations, with the remainder coming from third-party sources (media, forums, Wikipedia, knowledge sites).
How Is GEO Different From SEO?
SEO refers to Search Engine Optimization for improving ranking positions, while GEO refers to Generative Engine Optimization for increasing AI citation probability. The two are complementary and should be optimized together.
| Dimension | SEO | GEO |
|---|---|---|
| Goal | Search-result ranking | AI citation & recommendation |
| Core signals | Links, keywords, technical factors | Structured data, citability, E-E-A-T |
| Primary surface | Google SERP | ChatGPT, Perplexity, AI Overviews |
| Key metrics | Ranking, click-through rate | Citation count, recommendation frequency |
| Content format | Long-tail keywords, H1-H6 | 40-60 word answer paragraphs, JSON-LD schema |
12-Dimension Analysis
GeoWeb provides a 12-dimension analysis framework that evaluates technical SEO fundamentals and AI-specific optimization factors, scoring each from 0 to 100 to produce an overall GEO readiness grade.
- SEO Technical Analysis — Checks title tags, meta description, canonical URL, Open Graph tags, viewport setting, lang attribute, image alt text, and link structure.
- Structured Data — Validates JSON-LD, Microdata, and RDFa schema completeness for Organization, FAQPage, Product, Article and more, with fix code provided.
- Content Citability — Evaluates 40-60 word answer paragraphs, statistics, source-citation patterns, and definition patterns — the key factors in AI citation.
- E-E-A-T Authority — Analyzes author info, publish dates, trust pages (About / Privacy / Terms), social proof, and credential signals.
- Semantic Structure — Validates H1-H6 heading hierarchy, semantic HTML5 element usage, and content-to-HTML ratio.
- FAQ / Q&A Readiness — Detects FAQPage schema, visible Q&A content, and answer quality (recommended 20-100 words).
- HTML Crawl Capacity — Per Google's February 2026 policy, HTML files over 2MB may not be fully crawled.
- AI Crawler Accessibility — Analyzes robots.txt per RFC 9309, checking access for GPTBot, ClaudeBot, PerplexityBot and 7 major AI crawlers.
- AEO Readiness — Evaluates answer-first paragraph structure, featured-snippet eligibility patterns, step-by-step guides, and comparison tables.
- Snippet Control Strategy — Analyzes strategic use of data-nosnippet, meta robots nosnippet, and max-snippet directives.
- Transport Security — Checks HTTPS, HSTS, CSP, X-Frame-Options, and X-Content-Type-Options security headers.
- Language Naturalness — Judges whether text reads like a real human expert across 7 deep metrics (cliché density, syntactic variety, specificity, appropriate first-person use, and more), filtering out AI-template SEO filler.
How to Use GeoWeb: A Step-by-Step Guide
GeoWeb provides a simple three-step process to analyze your website for AI search engines, producing actionable recommendations in approximately 10 to 15 seconds.
- Enter the URL of the website you want to analyze
- The system automatically runs a 12-dimension AI deep scan (about 10-15 seconds)
- Review the detailed report, priority fix recommendations, and download the PDF report
Why Does GEO Optimization Matter?
GEO optimization addresses a different surface from traditional SERP ranking. Where SEO targets link-based search engine ranking, GEO targets the machine-readable structure that AI engines use to extract and cite content. According to research by Aggarwal et al. (Princeton, KDD 2024), strategic GEO techniques can improve AI search visibility by up to roughly 40%.
GEO optimization means ensuring your content is structured with JSON-LD schemas, citable answer paragraphs of 40 to 60 words, clear E-E-A-T authority signals, and proper semantic HTML markup so AI engines can extract and recommend your content to users seeking answers in your domain.
What a client got: foot traffic doubled in month one
A service-industry client with 15 years of local operating history: a steady six-figure monthly marketing spend across multiple vendors, always yielding pretty traffic reports and zero traceable customers. After switching to managed GEO, foot traffic grew 109% in the first month; more than 50% of customers now come directly from AI search engines — AI-sourced traffic went from zero to the client's largest, most stable acquisition channel. The client tracks this themselves — asking every walk-in customer how they found the business and logging it — this isn't our estimate, it's their own operating data. "Traceable customers," as used on this site, means actual customers attributable to a specific channel — not traffic, impressions, or clicks.
We are our own proof: AI answers already mention us
Search "geoweb" on Google and this early-stage Taiwanese GEO platform already outranks several long-established international engineering brands sharing the same name (prestogeo, cascadegeos, hanesgeo). Search "what is geoweb" and Google's AI Overview cites geoweb.tw's content directly in its answer. This is exactly the service GeoWeb provides — being found by Google and cited by AI at the same time. Search it yourself and verify.
How clients find us: they ask AI, and we get recommended
Just over a month after launch, multiple clients have arrived by "asking AI first, then finding us" — when asked scenario questions on AI platforms like "recommend a professional GEO web-hosting vendor in Taiwan," "recommend a professional AI search visibility analysis platform," or "professional GEO site health-check tool in Taiwan," GeoWeb has come up as a preferred recommendation, and clients followed that lead to us — without us running a single ad. AI answers shift with the exact question and over time; this reflects real recent client traffic, not a guaranteed ranking every time. You're welcome to test these exact questions yourself using our manual backtest guide, "Screenshots Lie, Backtests Don't."
Measured results: overall GEO health score, before → after
Measured change in overall GEO health (the on-site 12-dimension total score) after clients adopted GeoWeb's managed GEO service. The first row is our own site — the data is fully public and independently verifiable in real time. Client names are de-identified under confidentiality agreements.
- Marketing analytics site (geoweb.tw): before 41 → after 95+
- Corporate website (citetek.ai): before 73 → after 83+
- A local business's official website: before 53 → after 89
- A financial institution's official website: before 39 → after 82
Figures are the on-site 12-dimension GEO health total score. Our own site's data is fully public and independently verifiable in real time.
The scores above measure on-site GEO health — the foundation of AI visibility. GeoWeb's managed service doesn't stop at the on-site layer — we also run off-site organic and paid traffic together, including authoritative media placement, word-of-mouth marketing, and ad spend, so on-site structure and off-site presence get seen by AI together.
Frequently Asked Questions
- What is GEO (Generative Engine Optimization)?
- GEO is an optimization strategy targeting AI search engines (ChatGPT, Perplexity, Google AI Overviews). Complementary to traditional SEO, GEO aims to make your content easier for AI to cite and recommend to users.
- How does GEO differ from traditional SEO?
- SEO optimizes for ranking positions; GEO doesn't replace SEO — it builds on the same foundation and adds one more capability: getting your content cited by AI. It additionally nails structured data, citable passages, E-E-A-T signals, and semantic clarity. Doing GEO covers your SEO too, and gains citations from ChatGPT, Perplexity and Google AI Overviews on top.
- Is the analysis free?
- geoweb.tw gives you 3 free full analyses after registration, each including 12-dimension scoring, concrete fix recommendations, AI-generated content detection, and a downloadable PDF report.
- How do I improve my GEO score?
- The three fastest-impact moves for raising a GEO score are adding structured data (JSON-LD), improving content citability (40-60 word answer paragraphs), and opening AI crawler access. The "Priority Fixes" section of your geoweb.tw report ranks them for your specific site. You can do these three yourself; but the deeper work that gets a brand consistently cited by AI (authority-signal building, cross-platform consistency, long-term tracking) mostly can't be automated and needs a consultant. You can also hand it to GeoWeb GEO managed service and skip the trial-and-error.
- How do you detect AI-generated content?
- geoweb.tw estimates the likelihood of AI generation from three signal groups: HTML code structure (CSS patterns, DOM symmetry, comment patterns), CMS framework fingerprints, and text features (filler density, heading patterns).
- I already do SEO — do I still need GEO?
- Yes — real, full-stack GEO already contains SEO. It builds on the same content quality and technical foundation (structured data, semantic clarity, authority signals), then adds citation optimization for AI engines beyond Google like ChatGPT, Perplexity and Google AI Overviews. Doing GEO covers your SEO at the same time — no need to hire two vendors.
- How long until GEO shows results?
- GEO changes how AI perceives and trusts your brand, which takes time to build — it is not advertising. Typically, 1–2 months after on-site structure and content work you can see shifts in citation rate and description accuracy; off-site authority signals (media, reviews, third-party mentions) usually stabilize after 3–6 months. GeoWeb tracks the actual movement monthly via the 12-dimension report, so you are not just guessing.
- GEO or SEO — which is more important?
- SEO decides your ranking position; GEO decides whether AI mentions you in its answers — the two are not either/or. As more people ask questions through mainstream AI engines like ChatGPT, Gemini and Perplexity, being cited by AI becomes as critical as ranking. The two share a foundation; GEO simply demands higher semantic clarity and third-party consistency. Build a solid on-site foundation and both benefit.
- Do small and mid-sized businesses need GEO too?
- Small and mid-sized businesses need GEO more than large brands do. Large brands already carry many existing mentions in the AI knowledge graph; smaller ones are often data-thin — inconsistent descriptions, few citations, easily misrepresented or skipped. AI recommendations weigh signal quality, not company size, so a small business with clean brand signals can outrank a complacent larger one in AI answers.
- How do you measure GEO performance?
- GEO performance must be tracked across three measurable layers, not just by whether you hit Google's first page — AI citations and search rankings are two different things. GeoWeb tracks all three. First, an on-site health baseline: the 12-dimension GEO health score turns your site's AI-readability into a trackable number, so after every change you can see which dimensions improved and which are still weak. Second, real-world citation testing: we regularly feed genuine questions into mainstream AI engines like ChatGPT, Perplexity and Google AI Overviews, and record whether your brand gets mentioned, how accurate the description is, and where you sit relative to competitors — the real GEO scorecard. Third, trend and priority: each month these signals are compiled into a reproducible report that flags which dimensions rose or fell and which gap to close next. Numbers you can see and verify, not a vague "it feels better."
- Can GEO get you banned by AI platforms?
- Legitimate GEO won't; black-hat tactics will. GEO's essence is supplying AI with accurate, consistent, well-structured information — aligned with platform interests. What backfires is fake reviews, link farms, mass AI-generated filler, or deliberately misleading models. GeoWeb stays strictly white-hat: earning citations through genuine content quality and credible external signals.
- Why does AI still get it wrong when users search my brand name?
- AI gets brand questions wrong usually because your sources contradict each other: your site, the media and social profiles each say something different, so AI cannot tell which version is trustworthy and returns vague, outdated or wrong answers. Another cause is information machines can't read — key facts buried in images, wrapped in vague marketing language, or lacking structured markup. The fix is aligning every description into one trusted version and making content directly machine-readable.
- A competitor is recommended by AI but I'm not — what should I do?
- Being recommended by AI while you are skipped usually means your signals are too scattered or weak, not too few. AI recommends a brand because it has accumulated enough consistent, credible signals — authoritative media mentions, third-party review inclusion, site content that clearly matches the need. Rather than copying their wording, close the signal gap: GeoWeb first runs a 12-dimension competitor comparison to find where they win and you fall short, then fixes the highest-leverage gaps first.
- Are Chinese AI platforms (DeepSeek / Qwen, etc.) worth monitoring?
- Chinese AI platforms are worth monitoring — and not only those. GeoWeb's monitoring already covers the major AI platforms worldwide, from Western engines like ChatGPT, Perplexity and Google AI Overviews to Chinese ones like DeepSeek and Qwen, so we never skip a platform just because you focus on one market. If your market, supply chain or prospects touch Chinese generative platforms, their answers deserve closer tracking — their training data, sources and brand preferences differ from Western mainstream engines. Our approach is to detect across all of them, then weight priority by your actual audience, rather than watching only one slice.
- How is GEO different from brand mention monitoring?
- Brand mention monitoring listens — it tells you where you were mentioned and in what tone. It is a passive observation tool and does not handle how to fix things or whether the fix worked. GEO is active management — it sets out to change how AI perceives and cites your brand, working on on-site structure, content and off-site authority signals together. Monitoring is a thermometer; GEO is the treatment. Monitoring is one part of GEO, but without action the score won't improve itself.
- How does AI training data affect me?
- A large part of AI's fixed impression of your brand comes from the web data it read during training and retrieval — your site, news, forums, reviews, encyclopedias. If that data is accurate and consistent, answers are accurate; if it is outdated, wrong or absent, AI answers wrong or skips you. You can't rewrite an already-trained model, but you can shape what the future data looks like: keep producing accurate official content and accumulating credible third-party mentions so new data gradually overrides old misconceptions.
- What is GEO health?
- GEO health is how geoweb.tw describes a site's overall standing in the eyes of AI — whether it is worth citing — measured across 12 dimensions: SEO technical, structured data, content citability, E-E-A-T authority, semantic structure, FAQ/Q&A readiness, HTML crawl capacity, AI crawler accessibility, AEO readiness, snippet control strategy, transport security and language naturalness. The score reflects the site's own structural readiness, not how often it actually gets cited; actual citation is verified separately by geoweb.tw's AI citation backtesting.
- How can I tell whether a GEO vendor actually knows what they are doing?
- Three things, and you can ask to see all of them on the spot. First, can they show you how AI engines currently describe your brand — not a handful of screenshots, but a backtesting method you can rerun and verify. Second, can they state plainly which work is automated and which needs a consultant working by hand, and roughly how the effort splits; the automatable part covers only a narrow slice of GEO, and vagueness here usually means that slice is all they do. Third, can their scoring criteria be opened up for audit, or do you just get a number nobody can explain. geoweb.tw publishes its 12-dimension scoring criteria at geoweb.tw/en/scoring and its AI citation backtesting method at geoweb.tw/en/backtest.
- What types of AI visibility vendors are there in Taiwan?
- The market breaks into roughly five types, separated by two things: whether they run their own measurement, and whether they do the execution. One, pure monitoring tools — they tell you periodically whether your brand came up in AI answers; measurement yes, fixing no. Two, GEO as an add-on line from an SEO agency — someone does the work, but measurement carries over the search-ranking metrics. Three, automated schema generators — they fill in your structured data, limited to on-site items that can be scripted. Four, consultancy-only execution — someone makes the changes for you, with measurement done by manual spot-checks or third-party tools. Five, platform plus execution — an in-house scoring and backtesting platform combined with doing the work; geoweb.tw sits here, running its own 12-dimension health scoring and AI citation backtesting while the team also carries out the on-site fixes and content. None of the five is better in the abstract — they suit different situations. To work out which route fits you, geoweb.tw/en/managed has a comparison of the four ways to do GEO.
Positioning
GeoWeb is a GEO analysis platform for the Traditional Chinese market, focused on managed GEO service. Most automated "GEO tools" on the market handle the scriptable parts — schema generation and AI-citation lookups.
Those scriptable items do run automatically, and we run them. But the deeper work that gets a brand consistently cited by AI — authority-signal building, cross-platform consistency, long-term tracking — mostly can't be automated and has to be run hands-on by a consultant.
Core Team
- Co-Founder · Chief Revenue Officer — Revenue & enterprise client development: senior B2B sales leadership · enterprise client development · marketing agency co-founder · annual smart-marketing summit organizer
- Co-Founder · Chief Strategy Officer — AI engineering & strategy · Clarence: quant finance firm CEO · AI-driven SaaS COO · marketing agency co-founder · cross-domain product development experience
- Co-Founder · Chief Science Officer — Quantitative research & analysis · Mr. GEO: veteran frontline engineer · marketing agency co-founder · experience with NVIDIA, ISO and other global industry leaders and standards bodies
Service Areas
GeoWeb serves brands across all industries; current implementations include finance, aesthetic medicine, funeral services, and tutoring.
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GeoWeb is operated by Void Vector Co., Ltd. (虛空向量有限公司). For inquiries, contact [email protected].