About Us
GEO content engineering partner—helping enterprises and brands earn citations in AI search.
Who We Are
yunyeyuanzhi is a content engineering partner focused on GEO (Generative Engine Optimization). We help enterprises transform scattered product materials, solution docs, and customer knowledge into structured content assets that AI can retrieve, cite, and verify.
Our clients are typically in SaaS, manufacturing, industrial software, and professional services—when customers and decision-makers ask Doubao, DeepSeek, Yuanbao, or major domestic AI search and answers cite competitors instead of our clients' brands, that's when we engage.
Mission
AI is changing research and procurement: decision-makers ask AI directly instead of browsing search results page by page. yunyeyuanzhi exists to help organizations turn accumulated products, cases, credentials, and professional judgment into public knowledge assets that AI can retrieve, attribute, and cite. We do not rely on low-quality content volume or one-off packaging; we use real knowledge, engineered expression, and verifiable data so companies are accurately understood in AI search.
Values
Real Knowledge
We do not invent stories for clients or produce content-farm articles. GEO content starts from real products, cases, credentials, experience, and customer questions.
Engineered Expression
We turn scattered materials into clear, bounded, searchable, and excerpt-ready knowledge assets that people can read and AI can understand correctly.
Verifiable Delivery
We measure work by baselines, citation changes, answer accuracy, and closed content gaps, not by article counts or short-term traffic packaging.
Disciplined Disclosure
We respect clients' commercial boundaries: publish verifiable decision-useful information without exposing internal methods, pricing logic, or core know-how.
Long-Term Orientation
GEO is not a one-time launch. It is the continuous construction of enterprise knowledge assets through monitoring, retesting, and iteration.
Team & Background
The yunyeyuanzhi team combines content engineering, enterprise marketing, and technical SEO backgrounds, serving organizations that need to be found by AI. We understand long buying cycles and complex decision chains, so GEO delivery emphasizes verifiable stage outputs—not short-term traffic spikes.
We've built reusable methodologies and delivery templates for AI search visibility audits, knowledge mapping, Schema.org structured publishing, and citation monitoring on platforms including Doubao, DeepSeek, and Yuanbao—so we can start from audit or pilot based on each client's current state.
What We Do
yunyeyuanzhi delivers full-lifecycle GEO: from AI search visibility audits to content strategy and knowledge engineering, structured publishing, and citation-based monitoring and iteration. We don't sell tool licenses—we partner with clients to build knowledge assets that AI can cite.
Explore GEO SolutionProven Results
In an industrial weighing equipment GEO project, the client had no website and almost no public information beyond a few Douyin short videos. We built brand entity and selection knowledge from zero; after eight weeks, citation rose from 0% to 38% across 24 decision queries.
Read GEO Case StudyServices
- AI search visibility audits and competitor gap analysis
- Verifiable knowledge engineering and content strategy
- AI-assisted + human-reviewed content workflows
- Schema.org structured publishing and Insights channel setup
- Citation monitoring, reporting, and continuous iteration