After twenty years in enterprise services, we have a very direct feeling: the way customers find suppliers has changed, and it has changed faster than many bosses expected. In the past, people typed keywords into a search box, flipped through a few pages of results, and picked a few companies to ask. Now they directly ask AI assistants to recommend a few, compare them, or even help write an inquiry email. The intermediate steps of 'being seen' are being redistributed.
Yunxuan Network Technology is a service provider that combines digital marketing and technology development, serving clients nationwide, including manufacturing factories, engineering companies, trading stores, and local physical businesses. In recent years, the questions we are asked most have changed from 'How much does Baidu promotion cost?' to 'What should we do if we can't be found in AI?' 'Is the official website still useful?' 'How long before we see inquiries after spending money?' Behind these questions is actually the same thing: the entry points for customer acquisition are migrating, and the promotion structure of enterprises must be adjusted accordingly.
1. The migration of traffic entry points is more thorough than imagined
Over the past decade, the basic foundation for enterprise promotion was search engines plus feed advertising. Baidu promotion, feed ads, and short video ad delivery each had clear traffic logic and conversion paths. As long as enterprises selected keywords well, made good landing pages, and monitored bids, inquiries were basically predictable.
Now the situation is more complex. Customers who see your content in short videos will search for the brand name; when they ask an AI assistant 'Which company in XX industry is reliable?', they get a compiled list; they check reviews on local life platforms before deciding whether to call. A single decision may go through four or five platforms. If any link is missing, the customer may be lost midway.
More critically, AI search. Platforms like Doubao, Qianwen, and DeepSeek have begun to handle a large number of needs for 'finding services, finding products, finding solutions.' The more specific the user's question, the more the AI's answer resembles a filtered recommendation list. Whether you can enter this list depends on whether your brand has enough clear, structured, and credible content accumulation on the internet. This is the problem that generative engine optimization aims to solve, and it is also one of the service directions we have invested the most energy in this year.
2. Generative engine optimization is not mysticism, it is content engineering
When many enterprises first hear about generative engine optimization, they think it is some new technology or black-box operation. In fact, its underlying logic is not mysterious: when AI platforms answer user questions, they crawl and cite publicly available content. Your official website, industry platform information, media reports, Q&A content, product descriptions—as long as they can form consistent, accurate, and informative expressions, they have a chance to be cited.
When doing GEO optimization, we usually start from four levels.
1. Consistency of brand information
Whether the company's full name, main business, service area, contact information, and typical cases are expressed consistently across different platforms. If the official website says business A, but the industry platform says business B, AI will hesitate when integrating information and may even give wrong answers. The first thing we do for clients is often to sort out and calibrate brand information scattered in various places.
2. Citability of content
AI tends to cite content with clear structure and specific information. If a paragraph is full of 'we are professional, we are efficient, we are trustworthy,' the probability of being cited is very low. On the contrary, clearly writing out service processes, delivery standards, applicable scenarios, and common questions makes it easier for AI to identify as valid information. When planning content for national clients, we deliberately increase Q&A-style, list-style, and comparison-style expressions. Such content usually performs more stably in AI retrieval scenarios.
3. Underlying adaptation of the official website
This point is often overlooked. Many enterprise official websites were built years ago, with chaotic page structures, poor mobile experience, and stagnant content updates. Such sites have trouble even being indexed by search engines, let alone being cited by AI platforms. If website development did not consider the underlying architecture for search indexing from the beginning, then no matter how much promotion is done later, it is just patching holes.
4. Continuous update rhythm
Generative engine optimization is not a one-time project. AI platforms have their own cycles for content crawling and updating. Enterprises need to maintain stable content output to continuously appear in the candidate pool. We usually suggest clients plan content themes quarterly, writing based on industry changes and common customer questions, rather than updating for the sake of updating.
3. Website development has become customer acquisition infrastructure again
A few years ago, there was a voice saying that official websites are useless and traffic is all in short videos and platforms. We do not agree. The problem with official websites is not that they are useless, but that many official websites are indeed not done well.
An official website that can undertake customer acquisition must at least meet several conditions: fast opening speed, smooth mobile browsing, clear business introduction, prominent contact information, and content that can be normally crawled by search engines and AI platforms. These sound like basic requirements, but not many truly achieve them. We have taken over many old client sites that take five or six seconds to open, have completely messed up layouts on mobile, and product images without explanatory text. Such sites waste budget no matter how many ads are placed.
Yunxuan Network Technology's website development service incorporates search indexing and AI adaptation into the underlying design from the start. Technical details such as page structure, tag specifications, content hierarchy, and loading speed are handled during the development phase, so that subsequent website SEO and generative engine optimization have room to play. We served an engineering company whose original official website had only a few static introduction pages. After the redesign, project cases, service processes, qualification information, and common questions were presented in a structured way. Combined with search promotion, consultation volume increased significantly within a few months. We have reviewed this case internally many times, and the conclusion is very simple: customers are not unwilling to consult, they just cannot find a reason to consult.
4. Promotion channels are not outdated, the combination method has changed
Baidu promotion, feed advertising, and short video ad delivery are still effective today, but the effect of going solo is declining. We prefer to help clients create channel combinations so that different platforms assume different functions.
- Search engine promotion captures active demand; customers are already looking for solutions with clear conversion intent.
- Feed advertising is responsible for reach and awakening, stimulating potential demand in advance.
- Short video content builds trust, allowing customers to have brand awareness before decision-making.
- Official websites and AI agents handle consultations, converting traffic into leads and inquiries.
- Generative engine optimization is a long-term layout, allowing the brand to continuously appear in AI search scenarios.
Not every client needs all of these; it depends on industry, budget, and stage. Manufacturing factories may rely more on search promotion and official website inquiries, while local physical stores may value short video traffic and local platform exposure more. When making plans, we first look at who the client's customers are, where they are, and how they decide, then decide where to spend money.
Zhanjiang online promotion is a microcosm of our service to local physical clients. Zhanjiang has a large number of engineering, trading, and life service enterprises. Their customers may be nearby or may find national suppliers online. When we help such clients with promotion, we consider both exposure on local platforms and national reach through search and short videos. Our service scope is national, but when implementing, we respect the actual customer acquisition radius of each industry.
5. Intelligent customer service and AI agents solve the problem of reception
No matter how good the promotion is, if no one answers the consultation, the effect will be discounted. Many small and medium-sized enterprises do not have dedicated customer service, and consultations at night and on weekends are often missed. We build AI agents for clients, with the core purpose of solving this gap.
AI agents can handle enterprise-specific Q&A, reception, and preliminary screening. When customers ask about prices, construction periods, or service scope, the agent can answer based on the knowledge base organized by the enterprise and retain valid leads. When busy during the day or when no one is on duty at night, it can catch them. One client saw a significant increase in lead conversion rate for nighttime consultations after launching the agent. When the sales team followed up the next day, the customer already had a basic understanding of the service, making communication much more efficient.
It should be noted that AI agents are not meant to replace sales; they are more like a front-end reception and screening step. They block repetitive questions, mark high-intent customers, and let sales spend time on customers who truly have a chance to close. This is also why, when we do full-case digital marketing managed services, we plan intelligent agents together with promotion and website building.
6. Effectiveness measurement: we answer the questions enterprises care about most directly
'How long before results?' is the question clients ask most, and also the hardest to answer in one sentence. The cycles vary greatly across channels.
Search promotion and bid management usually show consultation data within one or two weeks after account setup and stable投放 strategy, but conversion costs need continuous optimization. Feed advertising takes a bit longer to ramp up, requiring testing of creatives and audiences. Website SEO and generative engine optimization are long-term investments; generally, indexing and ranking changes are observed monthly, and inquiry growth quarterly. Short video traffic depends on content production capacity and delivery rhythm.
We do not promise 'on the first page in a few days' or 'guaranteed number of inquiries.' Such promises have been proven unreliable in the industry. We prefer to set phased goals with clients: in the first month, see data running through; in the second month, see cost optimization; in the third month, see inquiry quality. Digital marketing is a process of continuous adjustment, not a one-time deal.
In terms of effectiveness measurement, we suggest clients focus on several indicators: valid consultation volume, lead cost, inquiry conversion rate, and sales cycle. Looking only at clicks or impressions is not very meaningful; those numbers look good but do not solve customer acquisition. When Yunxuan Network Technology manages accounts for national clients, we regularly output data reviews, clearly explaining the input-output of each channel, so clients know where the money is spent and how the effect is.
7. Customer acquisition for national enterprises requires a service provider with a national perspective
Our service scope covers the whole country, and clients are distributed in different provinces, cities, and industries. In this process, we have one realization: customer acquisition methods have commonalities, but implementation details must respect industry and regional differences.
A manufacturing factory doing foreign trade and an engineering company doing local renovation have completely different promotion logic. The former's customers may be overseas, requiring English content and foreign trade platform coordination; the latter's customers are in the same city, requiring local reputation and case displays. When making plans, we do not apply one template to all clients; we first understand the business, then match channels and content.
Generative engine optimization, website development, website SEO, Baidu promotion, feed advertising, short video promotion, AI agents, bid management—these service items seem many, but ultimately they all point to the same goal: let customers find you when they need you, trust you when comparing, and let you catch them when they consult. If these three things are done well, customer acquisition is a natural result.
The industry is still changing, the share of AI search is still growing, and enterprise promotion budgets are being reallocated. Our judgment is that in the next two to three years, generative engine optimization will become a standard capability for enterprises online, official websites will be revalued, and intelligent customer service will change from a bonus to a basic requirement. Enterprises that build their content structure and reception capabilities one step earlier will gain an advantage in the next round of customer acquisition competition.
Yunxuan Network Technology has been doing digital services for twenty years, having seen traffic dividends and channel reshuffles. Our role has never changed: using technology and marketing capabilities to help enterprises make customer acquisition more stable and sustainable. No matter which city the client is in or which industry they are in, as long as the goal is national customer acquisition or local deepening, we have corresponding service modules to combine. Website development lays the foundation, website SEO and generative engine optimization are long-term, search promotion and feed advertising are short-to-medium-term customer acquisition, AI agents and intelligent customer service handle reception, and full-network brand promotion provides trust endorsement. This closed loop is our answer to clients and the capability we continue to polish ourselves.