When an overseas buyer asks ChatGPT for a reliable manufacturer that can produce 6-layer impedance-controlled PCBs, does your brand appear in the answer? When a buyer asks Google Gemini for a multilayer PCB solution for automotive electronics, does the AI reference information from your website?
These questions matter because AI visibility is becoming part of the B2B buyer journey. Yet many manufacturers have little idea how their brand is perceived by AI: Is it discoverable, understandable, trusted, recommended—or simply overlooked?
Based on our GEO practice, Jianzeng Global evaluates AI competitiveness across five dimensions: AI Discoverability, Content Understandability, Brand Credibility, Competitive Gap, and Inquiry Friction. Each dimension answers a practical question about how easily AI systems can discover, understand, evaluate, recommend, and connect your brand with potential buyers.
Dimension 1: AI Discoverability
"Can AI find you?"
We assess whether your website can be accessed and crawled by AI-related systems, whether important pages are discoverable, and whether basic technical issues may limit visibility.
Can AI crawlers access and process your website pages?
Are your key pages technically accessible and discoverable?
Are there issues such as robots restrictions, slow loading, or poor mobile usability?
Key question: If AI systems cannot reliably access or discover your content, the other four dimensions become much harder to build. Discoverability is the foundation of GEO.
Dimension 2: Content Understandability
"Can AI understand what you do?"
We assess whether your content is clearly structured, semantically organized, and easy for AI systems to extract and interpret.
Are product specifications presented in clear, structured formats?
Do page titles, descriptions, and content clearly communicate the topic of each page?
Do customer cases provide useful, verifiable details such as products, quantities, lead times, and quality data?
Do your FAQs address the questions buyers commonly ask during supplier research?
Key question: Clear claims are useful, but evidence is stronger. AI systems work better with structured, specific, and verifiable information than with generic phrases such as "reliable quality."
Dimension 3: Brand Credibility
"Does AI trust your information?"
We assess how AI describes your brand, whether important claims can be supported, and whether your company information remains consistent across trusted sources.
When your brand is searched in ChatGPT, Gemini, or other AI systems, how is your company described?
Are certifications such as ISO, CE, or FCC supported by accessible, verifiable information rather than images alone?
Is your company information consistent across your website, LinkedIn, Alibaba, and other relevant platforms?
Do you have credible third-party signals such as media coverage, industry recognition, or customer references?
Key question: Credibility grows when important information is consistent, specific, and supported by reliable sources. Conflicting or unsupported claims make it harder for AI systems and buyers to evaluate your company confidently.
Dimension 4: Competitive Gap
"When buyers ask AI, who gets recommended?"
We compare your brand with relevant competitors across the same buyer questions, looking at whether competitors appear, why they are mentioned, and how your brand performs in comparison.
When buyers ask for reliable manufacturers of 6-layer impedance-controlled PCBs, which companies appear in the answer?
Why are competitors being mentioned—certifications, capabilities, applications, experience, or other evidence?
If your brand appears, how prominently is it positioned, and is the recommendation reason accurate?
Which content platforms or buyer questions are competitors covering that your brand has not yet addressed?
Key question: GEO is not only about improving your own visibility. It is also about understanding why competing brands appear in the answers that matter to your buyers—and where the gaps can be closed.
Dimension 5: Inquiry Friction
"If AI sends buyers your way, can they reach you?"
We assess whether your website can turn AI-driven visibility into real buyer engagement, including contact points, inquiry forms, response channels, and attribution.
Can visitors quickly find a clear way to contact your sales team?
Is your inquiry form simple enough to complete without unnecessary friction?
Are channels such as WhatsApp, email, and online support easy to access and responsive?
Can you identify where inquiries came from and which buyer questions generated them?
Key question: The first four dimensions improve the chance of being discovered and considered. This dimension focuses on what happens next: can interested buyers actually reach your business?
Five-Dimension Assessment: A Complete Diagnostic Framework
| Dimension | What We Assess | Key Question |
|---|---|---|
| AI Discoverability | Website access, crawlability, discoverability, and technical barriers | "Can AI find you?" |
| Content Understandability | Content structure, semantic signals, and information extraction | "Can AI understand what you do?" |
| Brand Credibility | AI descriptions, supporting evidence, and information consistency | "Does AI trust your information?" |
| Competitive Gap | Competitor visibility, recommendation patterns, and positioning | "Who gets recommended?" |
| Inquiry Friction | Website engagement, contact points, response channels, and attribution | "Can buyers reach you?" |
Together, the five dimensions create a complete diagnostic path: Can AI find you → understand you → trust your information → consider you alongside competitors → and connect buyers with your business? A weakness at any stage can limit the business value of GEO.
Is Your Brand AI-Ready?
Get a free five-dimension GEO assessment and see how easily AI can discover, understand, evaluate, and connect buyers with your brand.
