Over the past few years, the path for businesses doing online promotion was fairly fixed: build a website, do SEO, bid on Baidu, post short videos, and amplify with feed ads. But starting in 2024, more and more clients began asking a new question during consultations: customers now ask AI directly, and AI recommends competitors but not me—what should I do? Behind this question is exactly what GEO optimization (Generative Engine Optimization) is meant to solve.
Yunxuan Network Technology has been deeply involved in the internet industry for 20 years, growing from website development, SEO optimization, and Baidu promotion all the way to full-network marketing and AI agent development. We are not a service provider that chases concepts; instead, we place GEO optimization into a complete customer acquisition chain so that a company's official website, content, advertising, and AI tools work together. This article explains GEO optimization thoroughly: how we do it, who it suits, what value it brings, and how it relates to online promotion and Zhanjiang online promotion.
1. What Exactly Is GEO Optimization, and How Is It Different from SEO?
Let's clarify the concept first. SEO optimization targets search engine results pages, with the goal of ranking web pages high for keywords on platforms such as Baidu, Sogou, and 360, so users click through to the website. GEO optimization targets generative AI platforms, including Doubao, Tongyi Qianwen, DeepSeek, Wenxin Yiyan, Kimi, and others. When users ask questions on these platforms, AI synthesizes the information it has crawled and trained on to generate an answer. What GEO optimization aims to do is ensure that when AI answers related questions, it can accurately mention your brand, your services, your advantages, and even provide your contact information or guide users to search for you further.
The underlying logic of the two overlaps, but the emphasis differs. SEO competes for ranking position; GEO competes for being cited and recommended. Ranking first does not mean AI will recommend you, because AI places more value on content credibility, structure, and cross-platform consistency. Here is a real situation we encountered in our services: a manufacturing factory's official website ranked well on Baidu, but when customers asked AI 'which company is good for a certain type of equipment,' AI recommended several companies that had been repeatedly mentioned in industry media, Q&A platforms, and encyclopedia-type content. Because this factory lacked coverage in such content, it was not mentioned at all. This is the value space of GEO optimization.
2. Yunxuan Network Technology's GEO Optimization Service Process
We break GEO optimization into five stages, each with clear deliverables and measurement standards—not just publishing a few articles on a whim and calling it done.
1. Diagnosis Stage: First See How AI Currently Describes You
The first step is an 'AI visibility diagnosis.' We use a set of questions strongly related to the client's business to test on mainstream AI platforms, recording whether AI currently mentions the client's brand, whether the description is accurate, and whether competitors are placed in recommendation positions. At the same time, we check the underlying architecture of the client's official website: whether it is favorable for AI crawling, whether the content is structured, and whether there are clear business descriptions and qualification endorsements. Many company websites are purely display-oriented, with many images and little text. After AI crawls them, it cannot obtain effective information, so naturally it cannot recommend them.
2. Content Restructuring Stage: Turn Company Information into Content AI Can Understand
After diagnosis comes content restructuring. What kind of content does AI like? The answer is content with facts, structure, sources, and consistency. We help clients sort out three types of content: the first is core pages of the official website, including service introductions, solutions, case descriptions, and FAQs, presented with clear heading hierarchies and Q&A structures; the second is industry knowledge content, providing professional answers around high-frequency questions in the client's industry—this type of content is more likely to be cited by AI; the third is brand authority content, including company qualifications, service processes, and customer reviews, to strengthen AI's trust judgment of the brand.
It must be specially noted here that GEO optimization is not about stuffing keywords. AI's ability to identify keyword stuffing is stronger than that of traditional search engines. Pages with empty, repetitive content that are obviously written for optimization will instead reduce credibility. We place more value on whether the content truly answers user questions and whether it reflects the company's professional capabilities.
3. Multi-Platform Distribution Stage: Let AI See You Across Multiple Sources
AI's information sources are not limited to a company's official website; they also include news media, industry platforms, Q&A communities, encyclopedias, and content descriptions on short video platforms. Therefore, GEO optimization requires multi-platform distribution. Based on the client's industry, we choose appropriate content channels: manufacturing clients focus on industry media and B2B platforms; local service clients focus on local life platforms and Q&A communities; brand clients focus on news sources and encyclopedia-type content. The content angle and expression differ on each platform, but the core information remains consistent, so that when AI cross-verifies across different sources, it obtains a unified brand perception.
4. Technical Coordination Stage: The Website Foundation Must Adapt to AI Retrieval
This point is often overlooked. If corporate website development only considers visual appeal and not code structure, loading speed, mobile adaptation, or structured data markup, AI crawling efficiency will be greatly reduced. At the website development stage, Yunxuan Network Technology already takes into account the underlying architecture for AI retrieval and indexing: reasonable HTML semantic tags, clear URL structure, necessary structured data, and fast mobile loading. These technical details do not directly bring rankings, but they affect the efficiency with which AI and search engines understand the website.
5. Performance Tracking Stage: Measure with Question Testing and Inquiry Data
How long does GEO optimization take to show results? This is the question clients care about most. Our experience is that after content distribution and website adjustments, changes in brand mentions can usually be seen on some AI platforms within 4 to 8 weeks, and relatively stable AI recommendation performance forms within 3 to 6 months. There are two types of measurement standards: first, AI mention rate, using a fixed question set for regular testing to see the proportion of brand mentions and description accuracy; second, inquiry data, looking at changes in consultation volume from AI recommendations, brand term searches, and direct visits. We do not promise specific rankings because AI answers are dynamic, but continuous optimization can increase the probability of being recommended.
3. Which Businesses Should Prioritize GEO Optimization
GEO optimization is not a panacea, nor is it suitable for every business to invest in immediately. Based on our experience serving clients nationwide, the following types of businesses have higher priority.
- Businesses with a clear decision chain for products or services: such as engineering services, manufacturing equipment, enterprise software, and professional services. Customers conduct extensive information gathering before deciding, and AI Q&A is an important part of that. Being recommended by AI can directly affect the shortlist.
- Businesses with a relatively solid website content foundation: if the official website already has clear service introductions and cases, GEO optimization is the icing on the cake; if the website is still a template site from years ago, we recommend upgrading website development first, then adding GEO optimization.
- Businesses already doing Baidu promotion or feed ads: ads bring immediate traffic, while GEO optimization brings long-term brand exposure and trust endorsement. Used together, they can reduce customer acquisition costs and improve inquiry conversion.
- Businesses targeting the national market: GEO optimization is not limited by region, and AI platforms serve users nationwide. For small and medium-sized enterprises wanting to expand nationwide business, GEO optimization is a relatively low-cost way to build national brand awareness.
- Local physical businesses and store-type clients: for example, in Zhanjiang online promotion scenarios, when local customers ask AI 'which company is good for a certain type of service in Zhanjiang,' if AI can recommend you, the conversion rate will be very high. We combine local life platforms and short video content to carry out localized GEO optimization.
Conversely, if a business does not even have a basic official website, or its business relies entirely on offline relationships and does not need online consultations, then it can start with more basic online promotion and does not need to rush into GEO optimization.
4. How GEO Optimization Works with Online Promotion and Zhanjiang Online Promotion
Many clients treat GEO optimization as an independent project, but we prefer to view it within a full-network marketing system. Yunxuan Network Technology's service logic is: website development handles conversion, online promotion handles traffic, GEO optimization handles trust in advance, and AI agents handle reception and conversion. These four things form a closed loop.
Specifically, Baidu promotion and feed ads are responsible for bringing customers to the official website, short videos and local life platforms are responsible for expanding exposure, GEO optimization is responsible for making the brand appear in AI answers when customers conduct decision research, and AI agents are responsible for receiving consultations 24/7, screening intent, and capturing contact information. In this way, from first touch to final inquiry, every stage has a tool to handle it, and there will be no situation where traffic arrives but no one receives it, or customers ask questions but no one answers.
Take Zhanjiang online promotion as an example. Zhanjiang has many local engineering companies, commercial stores, and manufacturing factories. In the past, promotion mainly relied on Baidu bidding and local platforms. Now we suggest clients simultaneously do GEO optimization: on the one hand, improve service information on the official website and local platforms; on the other hand, create content coverage for questions such as 'how to do a certain type of engineering project in Zhanjiang' and 'which company is reliable for a certain type of product in Zhanjiang.' When local customers ask AI, the brand can be accurately recommended, and this sense of trust is stronger than advertising. It should be emphasized that Yunxuan Network Technology's service scope is nationwide. Zhanjiang is only one of our office locations. We provide the same GEO optimization and online promotion services to small and medium-sized enterprises across industries nationwide, and our service capability is not limited by region.
5. Common Pitfalls When Businesses Try GEO Optimization Themselves
We have encountered many businesses that tried GEO optimization on their own. There are several common problems.
- Treating GEO as a press release machine: thinking that publishing a few more news releases will get AI to recommend them. In fact, AI values content quality and source consistency more, and low-quality repetitive content is harmful.
- Ignoring the website foundation: if the official website loads slowly, has a poor mobile experience, and lacks structured data, AI crawling efficiency is low, and no matter how much content is published, it is hard to index effectively.
- Content that only talks about itself: only saying how good the company is, without discussing customer problems and solutions. AI is more willing to cite content that solves specific problems.
- No continuous tracking: GEO optimization is not a one-time project. AI platform algorithms and the content ecosystem are constantly changing, requiring regular testing and adjustment.
- Expecting immediate results: GEO optimization is a long-term asset, not bidding advertising. If you want immediate results, you should first invest in Baidu promotion or feed ads; if you want to reduce long-term customer acquisition costs, then add GEO optimization.
6. The Real Value of GEO Optimization from a Service Provider's Perspective
The greatest value of GEO optimization is not short-term traffic, but the brand's 'default presence' in the AI era. When customers habitually use AI for research, whoever AI recommends enters the customer's initial trust list. Once this trust list is formed, the cost for latecomers to squeeze in is very high. Therefore, the earlier you lay out GEO optimization, the easier it is to seize first-mover advantage.
Second, GEO optimization can improve the efficiency of overall online promotion. With the same advertising budget, if customers can see positive AI recommendations when searching for the brand, click-through rates and conversion rates will be higher. One manufacturing factory client of ours saw brand term search volume rise after three months of GEO optimization, Baidu promotion click costs decreased somewhat, and inquiry quality improved. This is not accidental, because AI recommendations and search ads create a trust overlay.
Third, GEO optimization places higher demands on website development, which in turn drives corporate website upgrades. During GEO optimization, many clients find that website content needs rewriting, structure needs adjustment, and mobile experience needs optimization, so they simultaneously upgrade website development. In the end, the beneficiaries are not only AI recommendations, but also user experience and SEO performance.
7. How Businesses Should Get Started
If you are interested in GEO optimization, we suggest proceeding in this order: first conduct an AI visibility diagnosis to see how AI currently describes you and your competitors; then check whether the official website is suitable for AI crawling and content hosting; then determine core questions and content directions and begin continuous output; finally, track results regularly and adjust strategy. The whole process does not require a huge one-time investment, but it does require persistence and patience.
Yunxuan Network Technology provides full-process GEO optimization services from diagnosis to execution, and also supports combining them with existing online promotion, Baidu promotion, feed ads, website development, and AI agent development into a full-domain marketing solution. We serve clients nationwide, and no matter which city you are in, project delivery can be completed through online collaboration. With 20 years of digital service accumulation and a 9.8-point reputation, this is not built on concepts, but on the actual inquiries and growth accumulated from one client after another.
The window period for AI search will not last too long. Let AI know you one step earlier, and you will gain the next wave of customer acquisition dividends one step earlier.