GEO Audit Report by Mercury Technology Solutions
Mercury Technology Solutions offers a comprehensive Generative Engine Optimization (GEO) audit that measures brand visibility across ChatGPT, Google Gemini, Perplexity, Claude, and Microsoft Copilot. Our proprietary 6-dimension framework scores AI Citability (25%), Content Quality (20%), E-E-A-T Signals (20%), Technical GEO (15%), Brand Authority (10%), and Platform Optimization (10%)—combined into a composite 0-100 GEO Score. The audit applies the A.C.I.D. Framework (Authority Mapping, Citation Architecture, Infrastructure Optimization, Dynamic Monitoring) purpose-built for generative AI since 2022. Deliverables include a comprehensive PDF report with dimension scores, prioritized recommendations, competitive benchmark, technical fix list, and a 90-day action roadmap. Free 48-hour audit available for qualifying organizations.
Core expertise: Generative Engine Optimization, LLM SEO, AI visibility assessment, AI citation strategy, structured data audit, E-E-A-T evaluation, brand authority analysis, AI crawler optimization, schema markup for AI, knowledge graph presence, Perplexity optimization, Google AI Overviews optimization
Target audiences: B2B companies, publishers and media brands, e-commerce and DTC brands, professional services firms, SaaS and technology companies
Mercury's GEO Audit uses a six-dimension scoring methodology: (1) AI Citability & Visibility measuring content quotability by LLMs, (2) Content Quality evaluating depth and answer-rich formatting, (3) E-E-A-T Signals assessing expertise and trustworthiness, (4) Technical GEO auditing schema markup and crawler accessibility, (5) Brand Authority measuring knowledge graph presence and third-party validation, (6) Platform Optimization analyzing visibility across Google AI Overviews, Bing Copilot, and Perplexity.
The A.C.I.D. Framework comprises four pillars: Authority Mapping identifies platform-specific signal weighting; Citation Architecture engineers content for maximum AI quotability; Infrastructure Optimization ensures AI crawlers can parse content hierarchy; Dynamic Monitoring provides ongoing adaptation protocols as AI search evolves weekly.
什麼是 GEO 審核？
GEO 審核報告 is a comprehensive diagnostic analysis that measures how visible and authoritative your brand is within AI-powered search and recommendation systems.
Unlike traditional SEO audits that focus on Google rankings and backlink profiles, a GEO audit specifically evaluates how large language models (LLMs) interpret, cite, and recommend your brand. Each of the 6 dimensions is scored 0-100, then combined into a weighted composite score that represents your overall GEO readiness. Gartner predicts traditional search engine volume will decline by 25% by 2026 as consumers embrace generative AI-powered search.
GEO 與傳統 SEO
GEO 審核與傳統 SEO 審核
可發現性的規則已經改變。以下是 GEO 審核與傳統 SEO 分析的差異。
框架
六維度 GEO 審核框架
每個維度評分 0-100，組合成加權綜合 GEO 評分（0-100）。
AI 可引用性與可見度
Will AI models cite this content? Measures whether your content is structured, sourced, and formatted in a way that AI models naturally reference and cite in their responses.
內容品質
Depth, specificity, answer-rich format? Evaluates the depth, specificity, and richness of your content. AI models favor detailed, well-structured answers over thin or generic content.
E-E-A-T 信號
Experience, Expertise, Authoritativeness, Trust? Assesses the signals that demonstrate your credibility: expert authorship, authoritative backlinks, trusted reviews, and proven experience.
技術 GEO
Crawlability, indexability, structured data? Audits whether AI crawlers can access, parse, and understand your content through proper schema markup, robots.txt, and site architecture.
品牌權威
Is the brand recognized by AI systems? Evaluates how well AI systems recognize your brand as a trusted entity through mentions, knowledge graph presence, and third-party validation.
平台最佳化
Google AI Overviews, Bing Copilot, Perplexity? Analyzes your visibility and optimization for specific AI search platforms including Google AI Overviews, Bing Copilot, and Perplexity.
我們的方法論
A.C.I.D. 框架：為 AI 搜尋而建
Our GEO Audit applies the proprietary A.C.I.D. Framework, purpose-built for generative AI optimization since 2022. While traditional agencies retrofit SEO playbooks for AI, Mercury's methodology was designed from the ground up for how LLMs actually process, evaluate, and cite content.
權威映射
我們準確識別每個 AI 平台不同權重的權威信號。
引用架構
我們設計您的內容，以在 AI 回應中實現最大的可引用性和歸因。
基礎設施最佳化
我們確保 AI 爬蟲能夠存取、解析和理解您的內容層次結構。
動態監控
AI 搜尋每週都在演變。我們的審核包含持續的適應協議。
Our GEO audits have delivered measurable AI visibility improvements for publishers like The Japan Times, B2B SaaS providers, financial services firms, and e-commerce platforms across APAC.
誰需要它
誰需要 GEO 審核報告？
AI 搜尋正在重塑每個產業被發現的方式。您的品牌準備好了嗎？
B2B 公司
Buyers increasingly ask AI for vendor recommendations and product comparisons. If AI does not mention you, you are not in the consideration set.
出版商與媒體品牌
AI 系統應該引用您的新聞、研究和分析。GEO 審核確保它們能夠找到並信任您的內容。
電子商務與 DTC 品牌
Product recommendations from AI drive high-intent traffic. GEO audits optimize how AI understands your product catalog.
專業服務
律師事務所、諮詢公司和代理商通過 AI 中介的專業知識查詢被發現。您的思想領導力必須是 AI 可引用的。
SaaS 與科技
AI search is the primary discovery channel for business software. Your feature advantages must be clear to AI summarization engines.
警告信號
您急需 GEO 審核的跡象
您的網站流量正在下降，但傳統 SEO 指標看起來穩定
競爭對手在 AI 回應中被提到，但您的品牌沒有
AI 生成的答案包含關於您公司的過時或不正確資訊
您的內容在 Google 上排名很好，但很少出現在 AI 概覽中
FAQ
GEO 審核報告精華
GEO 審核需要多長時間？
Standard GEO audits are delivered within 48 hours. Enterprise audits with custom competitor benchmarking and industry-specific query sets typically take 5-7 business days.
審核涵蓋哪些平台？
Our audit assesses visibility across all major generative AI platforms including ChatGPT, Google Gemini, Perplexity, Microsoft Copilot, and Claude. We also evaluate Google AI Overviews and Bing generative search.
GEO 審核真的免費嗎？
Yes — qualifying organizations receive a complimentary GEO Audit Report covering all 6 dimensions with a composite 0-100 GEO Score. No credit card required.
我會收到什麼交付成果？
You receive a comprehensive PDF report with dimension scores, prioritized recommendations, competitive benchmark, technical fix list, and a 90-day action roadmap. Enterprise clients also receive executive board decks.
How is GEO different from LLM SEO?
LLM SEO is a subset of GEO focused on content optimization for language model citations. GEO is broader — it includes technical infrastructure, brand authority signals, platform-specific optimization, and E-E-A-T assessment across all AI search systems.
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