Generative Engine Optimization
Knowledge · Content · Citation — get found and cited by AI search.
Overview
yunyeyuanzhi's GEO solution is for enterprises and brands losing voice in AI search—when customers ask Doubao, DeepSeek, Yuanbao, or major domestic AI search and answers cite competitors instead of you, systematic generative search optimization is needed. We package audit, strategy, content engineering, and monitoring into a verifiable delivery path—not a one-time content refresh.
Platforms Covered
GEO monitoring and optimization covers major domestic AI search and answer engines where your customers actually ask questions:
- Doubao
- DeepSeek
- Yuanbao
- Major domestic AI search and answer engines
Core Capabilities
AI semantic sovereignty
Zero-click visibility—earn preferred brand citations in AI answers instead of being absent.
Verifiable knowledge
Ground content in real, traceable enterprise knowledge—no content-farm output.
Knowledge engineering
Transform scattered enterprise materials into structured, retrievable, verifiable assets.
Content workflow
AI-assisted generation → human review → publish → structured optimization—a controlled pipeline.
Full-lifecycle delivery
Audit, strategy, content, deployment, monitoring, iteration—one-stop GEO delivery.
Continuous monitoring & iteration
Track AI search citation changes and optimize content strategy with data.
Four-Step Delivery Path
Each stage has clear deliverables and acceptance criteria. Start from audit or a pilot based on your current state, then expand coverage.
Step 1: Visibility audit
Establish citation baselines for 15–30 core business queries across Doubao, DeepSeek, Yuanbao, and major domestic AI search; compare competitor share and content gaps.
Deliverable: AI Search Visibility Baseline Report
Step 2: Strategy and knowledge engineering
Set content priorities from audit gaps; engineer product descriptions, solutions, cases, and FAQs into AI-retrievable knowledge assets.
Deliverable: Content Priority List and Knowledge Map
Step 3: Structured publishing
Publish via Schema.org JSON-LD, FAQ format, internal linking, and Insights sub-channels so AI engines understand content semantics.
Deliverable: Structured Pages and Publish Checklist
Step 4: Monitoring and iteration
Monthly re-test core query citation rates, track competitor moves, and adjust content strategy and publish plans.
Deliverable: Monthly Citation Report and Iteration Recommendations
Proven Results
An industrial weighing equipment company had no website and almost no public information beyond a few Douyin short videos. We built brand entity and selection-knowledge assets from zero across 24 decision queries; after eight weeks, brand citation rose from 0% to 38%.
Read the full case studyDeployment Models
Standalone GEO content site
For organizations needing an independent content brand or a fast GEO pilot.
Official site Insights sub-channel
Launch an /insights channel on your existing site, synergizing with SEO at low cost.
Internal CMS and API integration
Connect to your CMS or knowledge base and embed GEO structured publishing in existing workflows.