Over the past decade, the core logic of corporate online promotion was 'grabbing rankings'—getting keywords to the first page of Baidu and placing information flow ads in front of target audiences. But in the last year or two, an obvious change is happening: more and more customers no longer open search engines to browse results one by one, but directly ask AI. AI platforms like Doubao, Qianwen, and DeepSeek are becoming new information entrances. The question is, when potential customers ask AI questions, will your business be recommended?
This is the problem that GEO optimization (generative engine optimization) aims to solve. As a digital marketing service provider serving corporate clients nationwide, Yunxuan Network Technology has included GEO optimization in its core service system since 2024, helping small and medium-sized enterprises occupy a position in advance in the new round of traffic migration. This article does not discuss concepts, but breaks down one thing: how exactly to do GEO optimization, who it suits, and how it helps enterprises achieve effective customer acquisition.
1. First, Clarify: What Exactly Is the Difference Between GEO Optimization and Traditional SEO?
When many business owners first hear about GEO optimization, they subconsciously think, 'Is it just SEO with a new name?' In fact, the underlying logic of the two is fundamentally different.
The object of traditional SEO optimization is the search engine's crawlers and ranking algorithms. You optimize webpage titles, keyword density, backlink quality, and page loading speed, with the goal of getting webpages to rank high in Baidu search results. Users see ten blue links, and the higher your position, the greater the probability of being clicked.
The object of GEO optimization is the content understanding and recommendation mechanism of AI large models. When users input 'Which engineering company in Zhanjiang is reliable for factory construction?' or 'Which service provider should small and medium-sized enterprises choose for nationwide promotion?' in Doubao or DeepSeek, AI does not give ten links, but directly generates an integrated answer. Whoever is mentioned or recommended in this answer gets the traffic. What GEO optimization needs to do is to make AI include your enterprise information as a credible source in its recommendations when generating answers.
In other words, SEO optimizes 'ranking position', while GEO optimizes 'probability of being recommended'. The former is shelf logic, the latter is consultant logic. In front of AI, users are more like asking a knowledgeable friend, and the goal of GEO optimization is to make your enterprise the option 'recommended by a friend'.
This difference determines that the execution method of GEO optimization is completely different. It does not rely on stacking keywords, but on the degree of content structuring, the credibility of information, and the density of enterprise content coverage across multiple platforms. When Yunxuan Network Technology does GEO optimization for clients, the first step is never to modify the website, but to first sort out the enterprise's 'information portrait' in the eyes of AI.
2. The Complete Execution Process of GEO Optimization: How We Do It
Yunxuan Network Technology's GEO optimization service has now formed a relatively mature execution process. The entire process is divided into five stages, each with clear deliverables and effect indicators.
Stage 1: AI Search Visibility Diagnosis
Before starting optimization, we first conduct a systematic round of question testing on mainstream AI platforms such as Doubao, Qianwen, and DeepSeek for the client's industry. For example, if the client is in industrial equipment manufacturing, we simulate potential customers' questioning methods, input questions like 'Which brand of XX equipment has good quality', 'Recommended manufacturers of XX equipment', 'What is the approximate price of XX equipment', and record whether the client's brand appears in AI answers, its position, and which competitors are recommended.
The value of this diagnosis step is that it allows enterprises to intuitively see their true position in AI search for the first time. After the diagnosis, many clients are surprised to find that they rank well on Baidu but have no presence at all in AI answers—because AI recommends enterprises with structured content accumulation on multiple platforms, not those that simply rely on bidding rankings.
Stage 2: Structured Transformation of Content Assets
After the diagnosis is completed, the actual optimization phase begins. The core work of GEO optimization is to transform the enterprise's product information, service capabilities, case data, qualification certifications, and other content into structured content that AI can more easily understand and cite.
Specifically, we do three things:
- Reorganize the core pages of the enterprise website and add Q&A-style content modules. When generating answers, AI is more inclined to cite content that directly answers user questions. For example, if the official website has clear Q&A sections for questions like 'Which regions do you serve', 'How long is the delivery cycle', 'Do you have cases in the same industry', the probability of being cited by AI will greatly increase.
- Build an enterprise information matrix on multiple content platforms. AI's judgment is based not only on one website, but on cross-verification of information across the entire network. We help clients deposit enterprise information in the form of professional content on platforms such as Zhihu, Baijiahao, Sohu, and vertical industry forums, forming a mutually corroborating evidence chain.
- Optimize the semantic clarity of content. AI does not like ambiguous expressions. We change 'We serve many industries' to 'We have served clients in four major industries: engineering and construction, industrial manufacturing, commercial retail, and life services', and change 'rich experience' to 'Founded in 2004, having served over 3,000 corporate clients cumulatively'. The more specific the information, the easier it is for AI to capture and cite.
Stage 3: Strengthening Authoritative Signals
When recommending enterprises, AI considers the credibility of information. In GEO optimization, Yunxuan Network Technology helps clients strengthen several types of authoritative signals: enterprise qualification certifications, media reports, industry awards, customer reviews, and case data. This content does not necessarily have to be placed on the official website, but it needs to be traceable in public channels that AI can capture.
A manufacturing factory we served initially had no presence at all in AI search. After three months of strengthening authoritative signals—including publishing technical articles in industry media, completing enterprise profiles on B2B platforms, and depositing professional answers on Q&A platforms—when potential customers searched for 'XX equipment manufacturer' in DeepSeek, the factory began to appear stably in AI recommendation lists. Follow-up tracking showed that although the absolute number of inquiries from AI search channels was not large, the conversion rate was significantly higher than traditional search channels, because users found the company through AI's 'recommendation', which has a stronger foundation of trust.
Stage 4: Continuous Monitoring and Iteration
GEO optimization is not a one-time project. The training data and recommendation logic of AI models are constantly updated, and strategies that are effective today may need adjustment three months later. Yunxuan Network Technology establishes a monthly monitoring mechanism for AI search visibility for clients, regularly testing changes in AI answers under core questions and promptly supplementing new content assets.
Stage 5: Integration with Existing Customer Acquisition Channels
GEO optimization ultimately serves effective customer acquisition, not an isolated 'AI ranking'. We coordinate GEO optimization with clients' existing website SEO, Baidu promotion, information flow ads, Douyin promotion, and other channels. For example, users brought by AI search are often in the early decision-making stage; they may first learn about industry information through AI, and then further contact the enterprise through search engines or short video platforms. GEO optimization is responsible for building brand awareness in the early decision-making stage, while other channels are responsible for receiving and converting, forming a complete customer acquisition chain.
3. Which Enterprises Are Most Suitable for GEO Optimization
GEO optimization is not a panacea; it has its applicable boundaries. Based on Yunxuan Network Technology's service experience, the following types of enterprises have the highest input-output ratio for GEO optimization:
1. Enterprises with a Nationwide Service Radius
AI search has no geographical restrictions. When a user in Beijing asks AI a question, AI will not only recommend Beijing enterprises. This is a huge opportunity for enterprises serving nationwide clients—you do not need to open branches in every city; as long as you occupy a position in AI's recommendation list, you can reach potential customers nationwide. An engineering service enterprise we served has nationwide business but is headquartered in Zhanjiang. Through GEO optimization, the number of inquiries from East China and North China increased by nearly 40% within half a year.
2. Industries with Long Decision Cycles and High Customer Unit Prices
In industries such as industrial equipment, engineering services, enterprise-level software, and professional consulting, customers have long decision cycles and will repeatedly compare and search. The penetration speed of AI search in these industries is very fast because users need a lot of information to make judgments. GEO optimization can help enterprises enter the field of vision during the user's research stage, rather than being discovered only after the user has already selected two or three alternatives.
3. Enterprises That Already Have a Website but Have Hit a Bottleneck in SEO Results
Many enterprises have done SEO for several years, and their Baidu rankings are relatively stable, but traffic growth has stagnated. GEO optimization can open new traffic entrances and does not conflict with existing SEO work. In fact, structured website content benefits both SEO and GEO, and there is a lot of reusable work at the content level.
4. Small and Medium-Sized Enterprises Wanting to Build Brand Awareness
For small and medium-sized enterprises with limited budgets, GEO optimization provides a relatively low-cost way to build brand awareness. When AI mentions your enterprise name when answering industry questions, this 'recommended' endorsement effect is easier to build trust than hard advertising. When serving small and medium-sized enterprise clients, Yunxuan Network Technology usually includes GEO optimization as part of a nationwide promotion mix, rather than separating it out alone.
4. How GEO Optimization Achieves Effective Customer Acquisition: Three Real Service Scenarios
After all this process and methods, the final judgment is still based on results. In GEO optimization services, Yunxuan Network Technology mainly helps clients achieve effective customer acquisition from three dimensions.
Scenario 1: Seizing the 'First Mention' in AI Search
When users ask AI an industry question, AI's answer usually mentions several enterprise names. The one at the top gets the most attention. One goal of GEO optimization is to make the client enterprise the 'first mention' in AI answers.
A commercial enterprise we served, after four months of GEO optimization, when users searched for 'Which XX product wholesale is good' in Doubao, the enterprise became the first recommended name in the AI answer. The person in charge reported that although it was impossible to accurately count how many customers came from AI search, they clearly felt that new customers already had some understanding of the enterprise during communication and no longer needed to introduce themselves from scratch. This kind of 'pre-warmed lead' shortened the average transaction cycle by more than 30%.
Scenario 2: Using AI-Readable Content to Capture Long-Tail Needs
Traditional SEO is difficult to cover all long-tail keywords because each term requires a separate page for optimization. But GEO optimization is different; AI can understand semantics, and a well-structured Q&A page may simultaneously cover answers to dozens of related questions. This means enterprises can cover broader customer needs with lower content costs.
When Yunxuan Network Technology did GEO optimization for a manufacturing factory, it helped them sort out the 50 technical questions most frequently asked by customers and organized them into structured FAQ content. After this content went online, not only did the website's organic search traffic increase, but the citation rate on AI platforms also increased significantly. The factory's foreign trade department reported that some overseas customers mentioned 'seeing your technical answers in AI search' when making inquiries, indicating that the effect of GEO optimization has crossed language and geographical boundaries.
Scenario 3: Cooperating with AI Agents to Complete Inquiry Reception
GEO optimization solves the problem of 'being found', but whether customers can be retained after being found still requires cooperation in the reception link. When doing GEO optimization for clients, Yunxuan Network Technology usually recommends simultaneously deploying AI agent customer service. When users learn about enterprise information through AI search and enter the official website or landing page, the AI agent can receive inquiries 24/7, answer common questions, and collect contact information.
A service-oriented enterprise we served, after deploying AI agent customer service, increased the lead retention rate for nighttime inquiries by nearly 50%. Many users only have time to search and learn about service information after work in the evening. If there is no immediate reception, these leads are likely to be lost. GEO optimization brings traffic, and AI agents receive traffic; only by cooperating can the closed loop of effective customer acquisition be completed.
5. Several Pitfalls to Avoid in GEO Optimization
GEO optimization is still in its early stages, and some misleading practices have already appeared on the market. Based on its own service experience, Yunxuan Network Technology reminds enterprises to pay attention to the following points:
- Do not use traditional SEO thinking for GEO. Stacking keywords and generating low-quality content in batches are not only ineffective in front of AI, but may also be judged as a low-quality information source, reducing the probability of being recommended.
- Do not expect short-term results. AI model updates have cycles, and it takes time for content to be indexed and cited. Usually, two to three months of continuous optimization are needed to see obvious changes. Service providers that promise 'AI recommendation in one week' can basically be judged as unreliable.
- Do not focus on only one AI platform. The recommendation logic of Doubao, Qianwen, and DeepSeek differs, and content strategies need to cover multiple platforms rather than optimizing only one.
- Do not ignore the basic construction of the official website. GEO optimization does not create content out of thin air; the official website is still an important basis for AI to judge enterprise credibility. A website with chaotic structure and outdated information will drag down the effect of GEO optimization.
- Do not separate GEO optimization from effective customer acquisition. GEO optimization is one link in the customer acquisition chain and needs to cooperate with website construction, SEO, advertising, AI agents, and other links to maximize value.
6. The Position of GEO Optimization in Yunxuan Network Technology's Service System
Yunxuan Network Technology has been deeply engaged in the internet industry for 20 years, starting from website construction and gradually expanding to full-domain marketing services such as SEO optimization, Baidu promotion, information flow advertising, Douyin promotion, and AI agent building. GEO optimization is a new direction we have focused on investing in recent years, but it is not an isolated product; it is a link embedded in the entire effective customer acquisition service system.
When we do GEO optimization for clients, we usually first look at the client's existing digital foundation: whether the official website is suitable for AI crawling, whether the content is structured, and whether other promotion channels are operating normally. If the foundation is weak, we recommend starting with website construction and basic SEO first, then adding GEO optimization. If the client already has a relatively complete official website and promotion system, GEO optimization can be launched quickly as a new traffic entrance to supplement.
For enterprises serving nationwide clients, the value of GEO optimization is particularly obvious. Traditional online promotion is limited by geography and keyword competition, while AI search faces nationwide or even global users. As long as the content is professional enough and the structure is clear enough, small and medium-sized enterprises also have the opportunity to compete with large enterprises in AI recommendations. This is exactly what Yunxuan Network Technology has always emphasized: 'technology empowers growth'—using the right method to let more people find good enterprises.
If you are still not sure whether your enterprise is suitable for GEO optimization, or want to see your current real performance in AI search, you can contact Yunxuan Network Technology for an AI search visibility diagnosis. We will use actual data to tell you what your enterprise looks like in the eyes of AI and where you can start optimizing. Effective customer acquisition is not shouted out; it is done step by step.