China GEO Case Study: AI Search Optimization for B2B Lead Generation
With the rapid rise of AI-powered search and generative engines, the way businesses acquire leads is undergoing a fundamental shift. Traditional SEO alone is no longer sufficient to capture user intent across AI platforms. Instead, GEO (Generative Engine Optimization) is emerging as a critical strategy for driving high-quality, conversion-ready traffic.
As a China-focused digital marketing agency, OctoPlus Media provides end-to-end GEO solutions to help brands establish strong visibility and conversion pathways within AI ecosystems.
In this article, we analyze a real-world case study to demonstrate how GEO strategies can transform fragmented visibility into scalable, high-quality lead generation.
1.0 Background & Challenges
The client, a global leader in the Application Delivery Network (ADN) space, targets enterprise IT teams and technical decision-makers. Despite strong technical capabilities, their presence within AI platforms remained inconsistent, limiting their ability to capture high-intent demand.
Three core challenges were identified, all directly impacting visibility and conversion within AI ecosystems:
- Limited AI visibility:No stable presence across platforms like Doubao, Kimi, and DeepSeek
- Unstructured content:Technical materials lacked AI-readable structure
- Weak long-tail coverage:Missed scenario-based, high-intent queries
As a result, while the brand had strong capabilities, it was not being surfaced or recommended effectively by AI systems, leading to a disconnect between visibility and lead generation.
2.0 GEO Strategy & Execution
To address these challenges, a full-funnel GEO strategy was implemented—focusing on both discoverability and conversion within AI-driven environments. The approach combined structured content, AI platform deployment, and integrated lead capture.
At the core was a shift from traditional SEO thinking to an AI-first framework, ensuring that content could be interpreted, cited, and recommended by generative engines:
- Keyword layering:Core + industry + long-tail queries (120+ keywords)
- Content restructuring:Problem → Analysis → Conclusion → Case format
- AI agent deployment:Custom-trained assistant for technical consultation
- Multi-platform coverage:Doubao, Quark, Kimi, DeepSeek
- Lead capture integration:Embedded inquiry entry points across touchpoints
This created a closed-loop system where users could discover, evaluate, and convert—all within the AI interaction journey.
3.0 Results & Business Impact
The GEO strategy delivered significant improvements in both visibility and lead quality, demonstrating the effectiveness of optimizing for AI-driven discovery.
Brand presence across AI platforms increased substantially, while lead generation performance saw strong, measurable growth:
- AI visibility:Increased from 25% to 88%
- Lead growth:+388.9%, reaching 44 qualified leads per month
- Lead quality:92% enterprise-level inquiries
- Keyword ranking:30+ core keywords in Top 3 positions
More importantly, the leads generated were highly relevant—focused on procurement and solution implementation—indicating that GEO not only drives traffic, but also attracts decision-stage users.
4.0 Key Takeaways for B2B Brands
This case highlights a fundamental shift in how B2B marketing operates in the AI era. Visibility is no longer determined solely by search rankings, but by whether a brand is recognized and recommended within AI-generated responses.
To remain competitive, brands must rethink both content and conversion strategies:
- AI platforms are becoming primary discovery channels
- Content must be structured for AI interpretation, not just human reading
- Long-tail, scenario-based queries are critical for capturing intent
- Conversion pathways should be embedded within AI interactions
Ultimately, GEO represents a transition from “search optimization” to “decision influence optimization.”
5.0 Conclusion: GEO as a Scalable Growth Engine
As AI continues to redefine the customer journey, GEO is emerging as a critical capability for B2B growth. Brands that invest early will gain stronger visibility, higher-quality leads, and a more efficient acquisition model.
At OctoPlus Media, we provide end-to-end GEO solutions—from strategy and content structuring to AI deployment and lead funnel design—helping brands turn AI search into a scalable growth engine.
If you are exploring how to capture demand within AI ecosystems, our team is ready to support your next phase of growth.
Feel free to talk to us
It’s a team with one single shared goal, which is our client’s success. Deliver results for your business now.
