Brand and Product Entity
Check if companies, brands, products, industries, markets, and core capabilities can be accurately identified, and if website statements are consistent.
AI VISIBILITY AUDIT
First understand why AI does not recommend you, then decide what to do
Diagnosis is not a random one-time question like ChatGPT, nor is it solely based on keyword rankings. We use a fixed set of questions to check brand presence, description accuracy, cited pages, and simultaneously review search crawling, content evidence, competitive sources, and inquiry paths.
- Applicable To
- Prepare to deploy for industrial automation companies seeking GEO, organic search, or overseas customer acquisition
- Primary Intent
- Identify visibility gaps and priority actions for brands in search and generative AI.
DECISION QUESTIONS
What Decision Questions Does This Topic Need to Answer?
Each section first answers the question, then provides evidence, conditions, limitations, and next steps.
Questions and Competitive Citations
Grouped by supplier discovery, selection, compatibility, comparison, risk, and procurement, recording competing brands and recurring sources.
Technical and Content Foundation
Check crawling, indexing, canonical tags, sitemaps, internal links, raw HTML, mobile experience, and identify gaps in selection, case studies, standards, and FAQs.
Business Conversion Funnel
Check if high-intent visitors can understand the scope of services, applicable conditions, next steps, and how information is used, to avoid having traffic without effective inquiries.
DELIVERABLES
Assets that can be accumulated in the first round
The actual scope is based on core products, completeness of information, target markets, and existing site foundation.
- AI Visibility Baseline
- 30–50 High-Value Question Framework
- Competitor Brands and Source Citation Map
- Technical and Content Gap List
- 90-Day Priority Recommendations
Reference Primary SourcesGoogle Generative AI Search Optimization GuideOpenAI Search Crawler ExplanationPage Substantive Update: 2026-08-28
AI VISIBILITY AUDIT
First, select a core product and identify the most critical direction for initiation.
Submit your official website and main products; we will first assess brand entity, product coverage, technical evidence, competitive citations, search foundation, and inquiry links before discussing suitability for the 90-day launch path.
- Are the brand and product easy to understand?
- Are Key Purchasing Questions Answered
- Are Trust Evidence and Inquiry Paths Complete
- Top GEO Topics to Pursue in the First Round
Better Suited For
Industrial enterprises with clear products, target markets, and genuine technical documentation, seeking to continuously build natural search and AI visibility.
Not Suitable YetRequests for short-term ranking guarantees, bulk generation of generic content, fabricated customer testimonials, or projects that cannot provide any product facts.
We are responsible for strategy, execution, quality, and review; we do not promise fixed rankings, fixed citations, or fixed inquiry volumes for any AI platform.