AI Misunderstands the Brand
Answers omit brand information or misunderstand products, services, or positioning.
IN-DEPTH GEO AUDIT
See How AI Systems Understand Your Brand
Test real user questions across AI platforms and analyze brand understanding, mentions, citations, recommendations, and source evidence.
When an Audit Helps
When a business does not know how AI describes its brand, which sources it cites, or why competitors are recommended, it needs an evidence-based baseline.
The Brand Is Rarely Mentioned
The brand is absent from relevant questions, with no clarity on whether knowledge, content, or sources are missing.
Cited Sources Are Unclear
Identify which sites and content AI relies on and whether brand pages are among those sources.
Competitors Are Recommended More Often
Analyze where competitors appear, why they are recommended, and how public evidence differs.
Published Content Shows No Signal
Content has been published without a consistent testing and review method.
Evidence Before Investment
Before starting GEO, clarify problems, opportunities, and priorities.
Audit Scope
The audit is based on questions and answer evidence; one test does not replace an overall assessment.
Brand Facts
Check whether company, product, service, and market information is clear and verifiable.
Question Coverage
Check coverage across brand, category, purchase, comparison, recommendation, and usage questions.
Platform Performance
Record answer differences for the same questions across agreed AI platforms.
Brand Mentions
Identify where the brand appears, is absent, or is described incorrectly.
Source Citations
Record public pages, media, and third-party sources used in answers.
Brand Recommendations
Analyze when and why the brand enters recommendations and under what constraints.
Competitive Context
Observe competitor frequency, question contexts, content differences, and source advantages.
Knowledge Gaps
Identify gaps in brand facts, product information, scenarios, and public evidence.
Build Priorities
Decide whether to prioritize the knowledge base, website, answer pages, or credible sources.
Audit Deliverables
Every conclusion is tied to a question, platform, answer, and source evidence.
GEO DIAGNOSIS REPORT
From AI Answers to Brand-Building Actions
01Question and platformScope
02Answer and source evidenceObservation
03Understanding and competitive differencesAssessment
04Priorities and actionsPlan
Brand Understanding ReportExplains how AI currently understands and describes the brand.
Question Test RecordRetains questions, platforms, dates, and answer evidence.
Cited Source RegisterOrganizes public sources and pages appearing in answers.
Competitive ComparisonAnalyzes competitor contexts, reasons, and evidence.
Knowledge Gap RegisterIdentifies brand facts requiring addition or clarification.
Prioritized Build PlanSets an action order for knowledge, content, and sources.
Choosing the Right Level
An initial review confirms direction; an in-depth audit supports systematic decisions.
Review Current Answers
For a first look across a small set of questions and platforms.
- Test representative questions
- Record clear brand-understanding signals
- Decide whether scope should expand
Systematically Analyze Brand Visibility
For businesses starting formal GEO work or building an ongoing program.
- Cover multiple question types and platforms
- Separate mentions, citations, recommendations, and competitors
- Deliver evidence, gaps, and a prioritized plan
Audit Process
Confirm brand facts and scope before testing, analysis, and reporting.
Share Information
Provide brand, product, market, and public information.
Confirm Questions
Set question types, platforms, and scope.
Test and Capture Evidence
Record answers, sources, and competing brands.
Analyze and Report
Organize understanding, gaps, and priorities.
Review Findings
Explain conclusions and next-stage priorities.
Frequently Asked Questions
Can one test represent brand visibility?
No. Answers vary by platform, time, wording, and model state, so consistent observation is required.
Does the audit cover every AI platform?
Not by default. Platforms and scope are agreed according to users and markets.
How does a GEO audit differ from an SEO audit?
SEO audits examine crawling, indexing, keywords, pages, and search data. GEO audits examine AI answers, brand understanding, sources, and recommendations.
Can SEOGuan implement work after the audit?
Yes. Managed GEO or advisory can be scoped separately according to team capability.
Start With an Evidence-Based Brand Baseline
Share the brand, product, and target users. We will determine whether an initial review is sufficient.
Share Brand Information