Over the past two years, enterprise online marketing has largely relied on conventional channels like Baidu bidding, feed ads, and short-video content. However, since 2024, a significant shift has emerged: more and more people are using AI tools such as Doubao, DeepSeek, Tencent Yuanbao, and Kimi to search for products, compare suppliers, or even directly ask questions like "Which brand of equipment is best in a certain region?" User search habits have changed, and so have the entry points for customer acquisition. If your website and promotional content only rank well on Baidu but are invisible in AI search, you are effectively absent from this new traffic channel.
As a service provider with 20 years of experience in digital marketing and technology development, Yunxuan Network Technology has made GEO optimization (Generative Engine Optimization) one of its core services since last year. This article cuts to the chase, explaining how GEO optimization, AI customer service, and local lead generation work together, who they are suitable for, and how to implement them.
1. What Exactly Is GEO Optimization? Why Is It Different from Baidu SEO?
GEO (Generative Engine Optimization) targets not traditional search engine rankings but the content recommendation mechanisms of AI generative search engines. When users ask questions on DeepSeek, Doubao, or Kimi, the AI aggregates web content and generates an answer. The key is that AI answers are not simply ranked by link weight; they tend to cite web content that is well-structured, complete, and authoritative. If your website content can be crawled and referenced by AI, your brand will appear in AI answers, allowing users to see your company name, product advantages, and contact information directly.
This is fundamentally different from traditional SEO. Traditional SEO focuses on keyword density, backlink quantity, and domain authority, while GEO optimization emphasizes semantic relevance, structured data, consistency of entity information, and how easily AI crawlers can parse your pages. For example, a construction machinery company used to just need to rank for "excavator manufacturer" on Baidu's first page. But now users might ask AI: "Which reliable excavator manufacturers are in Guangdong? How is their after-sales service?" AI will filter information from multiple dimensions. If your website has clear "About Us," "Product Parameters," "Customer Cases," and "Contact" sections, and these are marked with standardized structured data, AI is more likely to recommend you.
2. How Does Yunxuan Network Technology Implement GEO Optimization? A Four-Step Process
Our GEO optimization for clients is not just about tweaking page titles; it involves a holistic adjustment from the underlying architecture to content strategy. The process is divided into four steps, each with clear deliverables.
Step 1: AI Visibility Diagnosis
First, we assess the current state: we search your industry terms, product terms, and brand terms on mainstream AI platforms like Doubao, Qianwen, and DeepSeek to see if your website, encyclopedia entries, news, and Q&A appear in AI answers. We then generate a detailed diagnostic report listing your brand's exposure in AI search, the content sources cited, and the gap compared to competitors.
Step 2: Content Structuring
This is the core of GEO optimization. We restructure your website's code so that AI crawlers can easily identify the topic of each page. For example, product pages should clearly label product names, models, parameters, price ranges, and applicable scenarios; the About Us page should detail the company's founding time, scale, qualifications, and service scope; case study pages should present client industries, pain points, solutions, and results in a structured format. Additionally, we create independent FAQ modules for each core business page, as AI loves to cite FAQ content when answering user questions.
Step 3: Building an Authoritative Content Matrix
Optimizing your website alone is not enough; AI generates answers by referencing information from multiple channels. Therefore, we help clients establish a content matrix on platforms like Zhihu, Baijiahao, Sohu, and industry vertical media, consistently publishing professional articles around core business topics. These are not hard ads but practical content that solves user problems, such as "Buying Guides," "Common Misconceptions," and "Industry Trends." This way, when AI crawls the web, your brand appears repeatedly, enhancing authority and credibility.
Step 4: Continuous Monitoring and Iteration
AI platform algorithms and user query patterns are constantly changing, so GEO optimization is not a one-time effort. We monitor your brand's exposure in AI search monthly and adjust content strategies based on data. For instance, if we notice a decline in citations for a particular product term, we promptly supplement with new content or adjust page wording.
3. AI Customer Service: Capturing AI Search Traffic and Preventing Inquiry Loss
Many companies invest in GEO optimization and get their websites found in AI search, but once traffic arrives, if no one responds promptly or customer service is slow, inquiries are lost. This is where our AI agent service comes in—an enterprise-specific intelligent customer service. It's not a traditional bot that mechanically replies "Hello, how can I help you?" but a trained digital assistant that truly understands business knowledge.
Our AI agents are trained on your product manuals, FAQs, and sales scripts. They can automatically receive visitors 24/7 on your website's bottom-right corner, WeChat, and Douyin private messages, answering common questions about product parameters, price ranges, delivery cycles, and after-sales service. More importantly, they can proactively guide visitors to leave their contact information, such as asking, "Which model's quote do you need? May I have your phone number? Our engineer will contact you directly." Last year, we launched an AI customer service for an engineering equipment company in Zhanjiang. In the first month, nighttime inquiries accounted for 27% of total daily inquiries, and the lead conversion rate increased by 18%—all without adding any labor costs.
AI customer service and GEO optimization are a natural match. Visitors from AI search usually have clear needs and expect quick answers. If your website only has human customer service, inquiries outside working hours are left unanswered. AI customer service provides second-level responses and records visitors' intent and interests, allowing human agents to follow up precisely the next day. This maximizes the value of every marketing dollar.
4. Local Lead Generation: Precise Customer Acquisition for Physical Stores and Regional Businesses
Yunxuan Network Technology serves clients nationwide, but we understand that different businesses have vastly different customer acquisition radii. Export-oriented factories need national or even global exposure, while local life services, engineering stores, and trading companies value precise regional traffic. Therefore, our service packages include not only nationwide online promotion but also a set of tactics for local lead generation.
The key to local lead generation is making "nearby people" see you when they search or browse videos. How do we do it? We typically start with three channels: First, optimize your store listings on local life platforms (such as Amap, Dianping, and Douyin Local) to ensure your store ranks high in "nearby XX" search results. Second, optimize local keywords for SEO and GEO, such as "Zhanjiang decoration company" or "Foshan mold processing factory," so that your information appears in AI search as well. Third, use Douyin local promotion with short videos showcasing your store environment, product photos, and customer cases, combined with geolocation tags, to attract potential customers within a 3-5 km radius.
This approach is particularly suitable for engineering, trading, and service-oriented physical businesses. For example, we served an engineering company in Zhanjiang specializing in factory floor construction. Previously, they only did Baidu bidding, but competition was fierce and click prices kept rising. We rebuilt their website, added GEO optimization so they could be recommended when AI searches for "factory floor construction company," and launched Douyin local promotion with videos of construction sites geotagged to nearby industrial parks. Three months later, more than half of their consultation calls came from AI search and Douyin local, and the cost per lead dropped by 40%.
5. Who Should Consider This? Three Types of Enterprises That Benefit Most
Not every business needs to jump on GEO optimization and AI customer service immediately, but the following three types should act early to gain an advantage.
Type 1: B2B manufacturing and foreign trade enterprises. These companies have highly specialized products and long decision cycles; customers typically conduct extensive research online. AI search is perfect for such in-depth comparisons. If your product parameters, certifications, and application cases are clearly cited by AI, you gain an extra reason for customers to trust you over competitors.
Type 2: Local service-oriented physical stores. Examples include decoration companies, dental clinics, auto repair shops, and restaurant chains. These businesses rely on nearby foot traffic, making local lead generation a lifeline. By using GEO optimization to ensure AI recommends you for local services, combined with Douyin local and AI customer service for quick responses, you can turn online traffic into actual store visits.
Type 3: Enterprises already doing Baidu promotion but seeing declining results. Bidding is getting more expensive, and conversion rates are unstable. This doesn't mean abandoning Baidu; rather, it's about adding new traffic channels. GEO optimization and Baidu promotion are not conflicting; they complement each other. Baidu captures immediate demand from active searches, while GEO optimization captures potential demand from AI recommendations and content marketing. Walking on two legs makes customer acquisition more stable.
6. Yunxuan Network Technology's Full-Funnel Service: From Website Building to Lead Generation, One Team Handles It All
Many clients ask if GEO optimization and website building can be done separately. Yes, but we strongly recommend planning website building, GEO optimization, AI customer service, and promotional campaigns together. These three elements are closely interconnected: the website is the carrier of GEO optimization; if the site is slow, poorly structured, or not mobile-friendly, GEO optimization won't perform well. AI customer service needs to be embedded into the website, requiring corresponding interfaces and page design. We offer a full-funnel service—from custom website development to GEO optimization, nationwide promotion, AI agent setup, and ongoing data monitoring and optimization—all handled by one team, so clients don't have to coordinate multiple vendors.
Take a Foshan building materials company we recently served. Their old website was five years old, not mobile-friendly, and lacked structured data. We developed a new website with mobile adaptation and speed optimization, restructured page content according to GEO standards, added FAQs for each product, launched an AI customer service integrated into the website and Douyin private messages, and ran feed ads for nationwide exposure. The entire project took two months. In the third month after launch, inquiries from AI search accounted for 15% of total inquiries, and the AI customer service converted 7 valid leads from nighttime consultations. This case shows that with the right approach, SMEs can also reap new traffic dividends in the AI search era.
7. Pitfalls to Avoid: Three Misconceptions About GEO Optimization and AI Customer Service
During client service, we've noticed some misunderstandings about GEO optimization and AI customer service. Here are three reminders.
Misconception 1: GEO optimization is about keyword stuffing. No. AI search values semantic relevance and information completeness. Writing "excavator manufacturer" a hundred times is less effective than clearly presenting "excavator models, applicable conditions, after-sales service, and customer cases." Our approach is to write content as if "preparing a lesson for AI," making it easy for AI to extract your core selling points.
Misconception 2: AI customer service is just a chatbot. If it's only a few auto-replies, it's indeed useless. A true enterprise AI agent requires knowledge base training so it understands your products, customers, and sales scripts. We often spend more time on training than on the setup itself.
Misconception 3: Local lead generation is just about Baidu Maps. Maps are only the basics. Today's local lead generation is a combination of "search + content + social." You need to be findable in AI search, discoverable on Douyin local, and navigable on maps. Covering all three channels ensures you truly have local traffic in hand.
8. Start Now: Treat AI Search as Your New Customer Acquisition Battlefield
Digital marketing tactics are always evolving, but the underlying logic remains unchanged: where customers are, marketing should follow. Customers are now flocking to AI search, and the number of times your business information appears in AI answers determines how many new customer inquiries you'll receive in the future. Yunxuan Network Technology is ready to be your partner in securing a position on this new battlefield. Whether you want to start with an AI visibility diagnosis or go straight for a full package of GEO optimization, AI customer service, and local lead generation, feel free to contact us. Over the past 20 years, we've served manufacturing, engineering, trading, and local life businesses across the country, and we know that every shift in traffic represents an opportunity for enterprises to reshuffle the deck. This time, don't miss out.