Years of Integrated Marketing
Countries of Operation
China · Poland · Germany · USA
Clients Served
AI Engine Tracking
The media era fought for retinas;
The model era fights for cognitive structures.
The deep framework that precedes language, shapes judgment, and decides "what deserves belief."
We don't chase fleeting impressions — those are digital bubbles. We care about long-term cognitive positioning: occupying an irreplaceable conceptual coordinate in the consumer's mind, and maintaining a constantly cited node of meaning in AI's narrative system.
We don't do one-off content drops — those are fragments of information. We build sustained meaning — making a brand synonymous with a value, an emotion, a worldview,compounding over time into part of the cultural grammar.
We don't let brands shout into the ocean of information; we give them an incommensurable, permanent seat in the narrative infrastructure of the AI era.
Years of Integrated Marketing
Countries of Operation
China · Poland · Germany · USA
Clients Served
AI Engine Tracking
Understanding is never neutral. It is a prisoner of language, a product of culture, an accomplice of bias — and a reflection of technological structures. The same brand grows different collective unconscious in different countries; the same expression triggers entirely different emotional algorithms in different contexts; the same information fractures into unrecognizable narratives across different AI systems. The certainty of meaning is rapidly dissolving in the age of technology.
Consumers discover product information through AI search and intelligent assistants. Whichever brands AI recommends are the ones consumers discover first.
AI synthesizes multiple sources to form an overall perception of a brand. How AI perceives your brand directly influences consumer trust judgments.
Consumers make final choices based on AI-powered comparisons. Securing a favorable position in the AI decision matrix means winning real market share.
Vibe Lingan (Shanghai Ruibo Linggan Technology Co., Ltd.) is an AI-driven growth solutions company for brands going global, combining GEO, AI agents, and website & knowledge base deployment to help businesses build more visible, more understandable, and more sustainable global growth.
Through the fusion of GEO, AI agents, and digital infrastructure, we help brands build more visible, more understandable, and more sustainable global growth in the AI era.
| Tier | Product Name | Core Capabilities | Delivery Value |
|---|---|---|---|
| 🚀 L1 Traffic Gateway | GEO (Generative Engine Optimization) | Unified brand entity management · Prompt-level visibility tracking · Multilingual AI content production · Coverage of mainstream AI engines (ChatGPT / Gemini / Perplexity, etc.) | Make AI users in your target market see your brand first when they ask questions — building your "search home" in the AI era |
| 🏗️ L2 Website Building & Operations | B2B Website AI Assistant | AI-driven brand website building · Multi-market landing pages · CI/CD automated deployment · SEO foundations | Take your brand website from 0 to 1 fast, iterate continuously, and build a professional overseas brand image |
| Shopify AI Assistant | Shopify DTC store setup · Theme customization · Payment & logistics integration · AI customer service embedding | End-to-end AI empowerment for cross-border e-commerce stores, improving conversion and operational efficiency | |
| 📚 L3 Knowledge Management | Enterprise Knowledge Base AI | Structured product, certification, competitor, and customer knowledge · Multimodal document parsing · Intelligent Q&A and retrieval · Tiered permission management | Turn scattered enterprise knowledge assets into a callable, inheritable AI knowledge hub |
| 🤖 L4 Full Empowerment | Enterprise AI Legion | Customer Scouting Agent · Content Generation Agent · GEO Monitoring Agent · Competitor Analysis Agent · Operations Strategy Agent and other dedicated AI digital employees | 5 AI agents form a virtual going-global team, operating automatically 24/7 |
Ying Xiong · CEO
Joint MBA from Sun Yat-sen University and MIT; 20+ years of China-Europe market experience; led two Chinese brands into Poland
Dingsheng Wang · CTO
20+ years at Microsoft; former head of a global AI expert team
Jakub · Europe Partner
Co-founder of Prime Avenue Group; 10+ years in digital marketing and GEO
Echo Gao · South China Lead
MBA from South China University of Technology; former GM of a cross-border e-commerce company; 20+ years in private enterprise management
Yue Ma · East China Lead
Former Marketing Director at Ant Financial and Marketing Manager at Ayla Networks; expert in building AI ecosystems
Prime Avenue Group
Poland · 30 years of integrated marketing experience
Co-building the PVG GEO platform
3Y Consulting
Brand globalization strategy consulting × AI Technical Execution
"Strategic Brain + AI Execution Muscle"
From Shopify e-commerce to B2B portals, AI agents handle everything from auto-generation to continuous operation optimization
AI auto-deployment · Theme customization · E-commerce globalization
Cross-border portals · Product showcases · Global buyer connections
AI agents auto-generate the entire site code, from content to styling, with no design skills required
AI continuous content generation + SEO/GEO optimization — building is operating, driving sustained growth
The Lingan credit system makes usage visible and controllable, choose on demand
💡 AI Website Building + AI Content Operations + GEO optimization — one-stop going-global services — Website Buildingis just the start; sustained growth is the goal
Six Differentiation Competitive Advantages that build a systematic moat for Chinese brands going global
Physical operations across China & Europe, deep understanding of Chinese brands + European localized semantics
From traffic acquisition (GEO) → portal building (Website Building) → Knowledge Management → AI employees: a one-stop going-global solution
All products built on AI agent technology, not traditional software + AI patches
The Lingan credit system makes AI usage visible and controllable for clients
Focused on going-global scenarios, not generic cross-industry solutions
Triple compliance with GDPR + China Data Cross-border Regulation + EU AI Act
Six Differentiation Values that build systematic advantages for Chinese brands going global
"Enable Chinese brands and products to deeply influence overseas consumers' decision-making, and to be seen, trusted, and chosen by overseas users."
Physical operations across China & Europe, deep understanding of Chinese brands + European localized semantics, reducing cultural friction.
From traffic acquisition (GEO) → portal building (Website Building) → Knowledge Management → AI employees: a one-stop going-global solution.
All products built on AI agent technology, not traditional software + AI patches.
The Lingan credit system makes AI usage visible and controllable for clients.
Focused on going-global scenarios, not generic cross-industry solutions.
Triple compliance with GDPR + China Data Cross-border Regulation + EU AI Act.
"Through the fusion of GEO, AI agents, and digital infrastructure, we help brands build more visible, more understandable, and more sustainable global growth in the AI era."
When overseas customers first learn about a brand, they increasingly ask AI instead of visiting the homepage. Optimized brand content helps AI produce trust-building summaries faster.
Reduce the "can't understand, can't explain, can't relay internally" problems in cross-border B2B deals.
When AI describes you as a "trusted long-term partner," the leads entering your sales funnel are closer to your target customers.
Avoid cognitive biases such as "cheap but unstable" or "feature-rich but immature."
Within 90 days of signing, clients have a local European branch able to sign contracts, run processes, and visit customers
Poland Sp. z o.o. / Germany GmbH company registration + VAT registration
Dedicated Sales Manager + BDR + CSM — not just "Chinese staff who speak a foreign language"
Try the demo to get a customized AI diagnostic report and discover your brand's true performance in mainstream AI engines.