Over the past six months, among the enterprise clients we've engaged with, noticeably more are asking about AI search. Some ask directly: customers no longer click on Baidu; they ask Doubao or DeepSeek. How do I do brand promotion now? That's a very practical question. As a digital marketing service provider with 20 years of experience, Yunxuan Network Technology is also watching this shift—traffic entry points are migrating, and brand promotion tactics must adjust accordingly. In this article, we'll break down our 'Generative Engine Optimization' service: what it is, how we help clients implement it, which enterprises are suitable, and what value can be gained.
1. What Exactly Does Generative Engine Optimization Optimize?
Let's clarify the term first. Generative Engine Optimization, often abbreviated as GEO, targets AI dialogue and generative search platforms like Doubao, Qwen, DeepSeek, and ERNIE Bot. Traditional SEO optimizes 'where a webpage ranks in search results,' where users see ten blue links; Generative Engine Optimization optimizes 'whether AI mentions you when answering questions, how it describes you, and to whom it recommends you.' Users see not a list of links but an integrated answer.
This difference determines completely different approaches. Traditional SEO competes on keyword density, backlinks, and page authority; Generative Engine Optimization competes on the degree to which content is understood, cited, and trusted by AI. AI won't recommend you just because your homepage repeats a keyword fifty times. It values more: whether your content clearly answers a certain type of question, whether information is structured, whether multiple sources corroborate each other, and whether the brand entity is identifiable. Simply put, SEO is about letting search engines find you; GEO is about letting AI know you and be willing to speak well of you.
We have an internal judgment: in the next two to three years, AI search will consume a significant portion of 'pre-decision research' traffic. Before actually contacting you, customers may have already asked AI three rounds—which company in this industry is reliable, how to choose a service provider for this type of project, whether this price is reasonable. If your brand never appears in these answers, you're giving away the earliest decision-making stage to competitors. That's why Yunxuan Network Technology lists Generative Engine Optimization as a core service—it's not just icing on the cake; it's a new frontier for brand promotion.
2. Yunxuan Network Technology's Generative Engine Optimization Service Process
There are many who talk about GEO concepts, but few who explain how to do it. We break this service into six deliverable stages, each with clear outputs so clients can see progress.
1. Brand Entity Diagnosis and AI Visibility Checkup
The first step isn't writing content; it's understanding the current situation. We use a set of questions highly relevant to the client's business to test on platforms like Doubao, Qwen, and DeepSeek: when searching industry terms, does AI mention the client's brand? Is the description accurate? Compared to competitors, who gets recommended more frequently? This step produces an AI Visibility Report, laying out 'what the client looks like in AI's eyes.' Many enterprises only discover after the checkup that they are either completely absent from AI answers or described with outdated information, such as still listing business scopes from years ago.
2. Brand Knowledge Base Organization and Structuring
For AI to recommend a brand, it must have a sufficiently clear and consistent understanding of it. So our second step is to help clients organize a brand knowledge base: main business, service scope, core advantages, typical cases, FAQs, qualifications, and contact information. This information cannot be scattered fragments across the website; it must be organized into structured, AI-crawlable and understandable content modules. We also adjust the underlying architecture of the corporate website to make page semantics clearer—this is why Yunxuan Network Technology always emphasizes that website construction and Generative Engine Optimization should be done together; the official website is the first-hand material for AI to know you.
3. High-Value Q&A Content Production
The core of Generative Engine Optimization lies in content. When AI answers questions, it's essentially looking for 'content that can answer this question.' So we produce high-quality Q&A content in bulk around the client's industry: whatever customers might ask, we answer—professionally, specifically, with data and cases. This content is distributed to the official website, industry media, self-media, and other platforms to form multi-source corroboration. When AI sees multiple channels describing the enterprise consistently, trust naturally increases. A reminder: content isn't better when there's more; it's better when it's more accurate. Piling up low-quality content actually dilutes brand credibility.
4. Multi-Channel Content Distribution and Indexing Promotion
Once content is produced, AI must be able to find it. We adapt and distribute content according to channel characteristics while promoting indexing on various platforms. This step is integrated with our traditional full-network promotion channel capabilities—Yunxuan Network Technology has years of experience in full-network marketing, with ready distribution networks for short videos, search engines, local platforms, and industry sites. These can be directly reused for Generative Engine Optimization, so clients don't need to find channels separately.
5. AI Agent Reception and Lead Capture
This step is something many peers haven't done. AI search brings 'customers with questions.' If a customer asks something on your website or platform and no one responds promptly, traffic is wasted. So we bundle AI agent construction with Generative Engine Optimization: a dedicated intelligent Q&A assistant for the enterprise that can automatically handle customer inquiries, answer common questions, and guide lead capture, without missing orders at night or on holidays. Content attracts people; the agent retains them—this is a complete closed loop.
6. Effect Monitoring and Continuous Iteration
AI platform answers change, and competitors are also optimizing, so this isn't a one-time deal. We regularly re-test AI visibility, track the frequency and accuracy of brand mentions, and adjust content strategy based on results. What clients get isn't a report but a continuously maintained curve.
3. Which Enterprises Are Suitable for Generative Engine Optimization?
Not all enterprises need to start immediately; we usually first assess suitability. The following types of clients get the best value from Generative Engine Optimization:
- Industries with long decision cycles where customers like to do research. For example, engineering, manufacturing, enterprise services, B2B trade—customers compare and check information repeatedly before contacting you, and AI search fits right into this stage.
- Enterprises that already have a website and basic promotion but want to capture new entry points. SEO, Baidu promotion, and feed ads are running, but AI search is still blank; filling it is incremental.
- Enterprises with nationwide business needing cross-regional customer acquisition. AI search isn't regional; a piece of high-quality content might be asked by customers nationwide, especially friendly for enterprises doing national promotion.
- Enterprises whose brand terms are easily misunderstood or outdated. Inaccurate descriptions in AI answers mean losing trust every day; optimization can unify the message.
- Local entities and stores that want to be recommended when same-city customers ask AI. For questions like 'which local engineering company is reliable,' the AI's answer directly influences customer choice.
Conversely, if an enterprise doesn't even have a basic website and its business scope isn't clear, we suggest building the website and brand knowledge base first before discussing Generative Engine Optimization. Wrong order reduces effectiveness.
4. What Value Does Generative Engine Optimization Bring to Brand Promotion?
Value shouldn't be empty talk. Based on actual client feedback, we categorize it into four areas.
Value 1: Seize New Traffic Entry Points
Yunxuan Network Technology works with Baidu promotion, feed ads, Douyin promotion, and other channels, and always recommends multi-channel combinations. But AI search is new incremental growth, and not many enterprises are doing it yet, so competition isn't crowded. Early entrants secure a growing entry point at relatively low cost. Once everyone catches on, costs will rise.
Value 2: Brand Promotion Upgrades from 'Being Found' to 'Being Recommended'
Traditional brand promotion logic is to let customers find you and then judge for themselves. Generative Engine Optimization logic is AI actively mentioning you and describing you positively in answers. This kind of recommendation has inherently higher trust because customers feel it's an objective conclusion from AI, not self-promotion. The boost to brand image is more lasting than hard ads.
Value 3: Synergy with Existing Customer Acquisition Systems
Generative Engine Optimization doesn't replace SEO, Baidu promotion, or feed ads; it integrates with them. Customers from AI search land on the official website, which has an SEO foundation for smooth conversion paths; after lead capture, the AI agent takes over; then feed ads can retarget. Running the whole system yields higher inquiry conversion rates than going solo. This is why we insist on full-chain services—single-point tools can't solve systemic problems.
Value 4: Content Assets Grow More Valuable Over Time
With ads, when you stop, traffic stops. With Generative Engine Optimization, high-quality content is an accumulated asset that continues to be cited by AI. A professional Q&A written today might still bring inquiries half a year later. This compound effect is what enterprises should value most in long-term brand promotion.
5. Pitfalls to Avoid in Generative Engine Optimization
Having done many services, we've seen many misconceptions. Let's discuss a few high-frequency ones.
The first pitfall is treating Generative Engine Optimization as SEO with a new skin. Some apply SEO tactics—keyword stuffing, buying backlinks—to GEO, but AI doesn't buy it. AI wants content that answers questions, not keyword density. Wrong approach means money spent with no results.
The second pitfall is doing content without reception. Content attracts customers, but if no one receives them on the website or replies to messages, traffic is wasted. Generative Engine Optimization must be done together with AI agents and website conversion design; this is why Yunxuan Network Technology bundles these two services.
The third pitfall is pursuing short-term explosive growth. AI platform content indexing and trust building take time, usually one to three months to see significant changes; expecting results in a week is unrealistic. We align cycle expectations with clients before cooperation to avoid later disputes.
The fourth pitfall is inconsistent content messaging. The website says one thing, media another, and AI answers yet another—customers get confused. The brand knowledge base organization step solves this; unified messaging makes AI recommendations stable.
The fifth pitfall is choosing a service provider that only talks concepts without delivery. Generative Engine Optimization is new, and some indeed charge based on concepts. The criterion is simple: see if they can clearly explain the output of each step and speak with actual AI platform test results. Yunxuan Network Technology conducts AI visibility checkups with real-time testing in front of clients, so effectiveness is clear at a glance.
6. How It Works with Website Construction and Full-Network Promotion
Discussing Generative Engine Optimization alone might make it seem like an isolated service, but it's actually part of Yunxuan Network Technology's holistic marketing system. A typical combination we provide clients is:
First, custom website development, building the PC and mobile ends and the underlying architecture for AI indexing—this is the foundation for all promotion. Then, SEO optimization and Baidu promotion to capture traditional search traffic; simultaneously, feed ads and Douyin promotion to cover active browsing and short video scenarios; then add Generative Engine Optimization to secure recommended positions in AI search. When customers arrive, AI agents handle reception and lead capture, and digital marketing full-case managed services connect the entire chain, with regular reviews and adjustments.
The benefit of this combination is that data from each channel feeds into others. For example, feed ads reveal which types of questions customers ask most; these real questions can inform content topics for Generative Engine Optimization; consultation data accumulated by AI agents helps us determine which content truly drives conversions. Doing a single service doesn't yield such cross-information.
In terms of service scope, Yunxuan Network Technology serves merchants and enterprise clients nationwide, without regional restrictions. We are based in Zhanjiang, but our clients are spread across various places, including engineering, manufacturing, trade, enterprise services, and local entities. For clients doing national promotion, Generative Engine Optimization is especially worth considering because AI search is inherently cross-regional; a good piece of content might be asked by potential customers from all over. Local entity clients needn't worry either; when same-city customers ask AI 'which nearby company is reliable,' proper optimization can get you recommended.
7. Where Should Enterprises Start?
If you're interested in Generative Engine Optimization, you don't need to invest heavily right away. Our suggestion is to first do an AI visibility checkup. It doesn't take much time but clearly shows your brand's true position in AI's eyes—whether it's recommended, ignored, or misdescribed. With this checkup result, you can decide whether to do it systematically and which step to start from, with clarity.
In digital marketing, entry points keep changing—from portals to search, from search to short videos, now to AI. Each migration is an opportunity to reshuffle. Enterprises that understand early and act early often secure better positions at lower cost. Yunxuan Network Technology has been in the business for 20 years and has seen many changes. Our value is helping clients master new entry points and hold onto old channels, so brand promotion has both current volume and long-term foundation.
Generative Engine Optimization isn't a panacea, but for most enterprises doing national promotion whose customers like to do research, it's becoming a must. Think clearly about where your customers ask questions, and the answers will be there.