Mercury .

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.

生成式引擎优化

GEO 审核报告：了解您的 AI 可见度

Mercury's GEO Audit Report delivers the definitive analysis of your brand's visibility across every major AI search platform. Our proprietary 6-dimension framework measures exactly how generative engines perceive, cite, and recommend your business.

什么是 GEO 审核？

GEO 审核报告 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 与传统 SEO

GEO 审核与传统 SEO 审核

可发现性的规则已经改变。以下是 GEO 审核与传统 SEO 分析的差异。

面向
传统 SEO 审核
GEO 审核
主要目标
在 Google 搜索结果页排名更高
在 AI 生成的答案中被引用
关键指标
排名、反向链接、域名权威
引用频率、内容质量、品牌权威
目标平台
Google、Bing
ChatGPT、Gemini、Perplexity、Claude、Copilot
内容重点
关键字密度、元标签
丰富答案格式、特异性、深度
技术重点
页面速度、移动体验
架构标记、AI 爬虫可爬取性、结构化数据
结果时间
3-6 个月
引用 8-12 周，主导地位 4-6 个月

框架

六维度 GEO 审核框架

每个维度评分 0-100，组合成加权综合 GEO 评分（0-100）。

25%

AI 可引用性与可见度

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.

20%

内容质量

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.

20%

E-E-A-T 信号

Experience, Expertise, Authoritativeness, Trust? Assesses the signals that demonstrate your credibility: expert authorship, authoritative backlinks, trusted reviews, and proven experience.

15%

技术 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.

10%

品牌权威

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.

10%

平台优化

Google AI Overviews, Bing Copilot, Perplexity? Analyzes your visibility and optimization for specific AI search platforms including Google AI Overviews, Bing Copilot, and Perplexity.

我们的方法论

A.C.I.D. 框架：为 AI 搜索而建

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.

A

权威映射

我们准确识别每个 AI 平台不同权重的权威信号。

C

引用架构

我们设计您的内容，以在 AI 回应中实现最大的可引用性和归因。

I

基础设施优化

我们确保 AI 爬虫能够访问、解析和理解您的内容层次结构。

D

动态监控

AI 搜索每周都在演变。我们的审核包含持续的适应协议。

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.

谁需要它

谁需要 GEO 审核报告？

AI 搜索正在重塑每个产业被发现的方式。您的品牌准备好了吗？

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.

出版商与媒体品牌

AI 系统应该引用您的新闻、研究和分析。GEO 审核确保它们能够找到并信任您的内容。

电子商务与 DTC 品牌

Product recommendations from AI drive high-intent traffic. GEO audits optimize how AI understands your product catalog.

专业服务

律师事务所、咨询公司和代理商通过 AI 中介的专业知识查询被发现。您的思想领导力必须是 AI 可引用的。

SaaS 与科技

AI search is the primary discovery channel for business software. Your feature advantages must be clear to AI summarization engines.

不确定您的现况？

获取您的免费 GEO 审核，发现您的 AI 可见度基准。

警告信号

您急需 GEO 审核的迹象

您的网站流量正在下降，但传统 SEO 指标看起来稳定

竞争对手在 AI 回应中被提到，但您的品牌没有

AI 生成的答案包含关于您公司的过时或不正确信息

您的内容在 Google 上排名很好，但很少出现在 AI 概览中

FAQ

GEO 审核报告精华

GEO 审核需要多长时间？

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.

审核涵盖哪些平台？

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 审核真的免费吗？

Yes — qualifying organizations receive a complimentary GEO Audit Report covering all 6 dimensions with a composite 0-100 GEO Score. No credit card required.

我会收到什么交付成果？

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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Start With Your Free GEO Audit

Understanding your current AI visibility is the essential first step. Mercury Technology Solutions offers a complimentary GEO Audit Report covering all 6 dimensions for qualifying organizations.