After 20 years in digital marketing, we have seen too many enterprises spend money without seeing results. When some clients come to YUNXUAN Network Technology, their first sentence is often 'We invested in Baidu promotion, but inquiries never picked up,' or 'We heard generative engine optimization is hot, but after several months there is no effect.' After deeper discussion, the problem is often not the budget, but that the operating path went off track from the very beginning. This article avoids empty talk. We have organized several common pitfalls repeatedly encountered while serving SMEs nationwide, and compared them with our own compliant practices, to give enterprises that are doing or preparing to do online promotion some reference.
Pitfall 1: Opening a Baidu promotion account means having customers
This is the most common misunderstanding. Many enterprises think Baidu promotion is just opening an account, topping up, writing a few ad creatives, and setting a few keywords. Outsource it or let an administrative staff member handle it on the side. As a result, the account runs for a month, gets many clicks but few forms, and the conclusion becomes 'Baidu promotion is useless.'
The reality is that Baidu promotion is a complete chain from account structure to landing page reception. If keywords are too broad, match modes are too open, creatives do not match search terms, the landing page takes five or six seconds to open, mobile layout is messy, and forms require seven or eight fields, any broken link turns clicks into wasted spend. We have taken over many such accounts. During diagnosis, we often find that more than half of the search term report is traffic unrelated to the business, the landing page is still a PC version from three years ago squeezed onto mobile, and the consultation button does not respond when clicked.
YUNXUAN Network Technology's compliant approach
When we manage Baidu promotion, the first step is not to rush into bid adjustments, but to conduct an account audit and landing page checkup. At the account level, we split campaigns by business line, separate core terms, long-tail terms, and competitor terms, mainly use phrase match with broad match as a supplement, and continuously clean traffic with negative keywords. At the creative level, titles highlight the enterprise's core advantages and regional service capabilities, while descriptions give clear calls to action, avoiding self-indulgent copy.
At the landing page level, this is a part we particularly value. During custom website development, we incorporate the conversion logic of promotion landing pages: explain 'who you are, what problem you solve, and why we should trust you' within the first three seconds, keep form fields to the necessary range, fix the consultation entry as a floating element on mobile, and use compression and CDN acceleration for page loading. We served an engineering enterprise; after building its official website and promotion together, inquiries increased noticeably under the same budget. It was not achieved by sharply raising bids, but by properly capturing the traffic.
One more reminder: Baidu promotion is not isolated. Traffic from feed ads, Douyin promotion, and organic search rankings ultimately lands on the enterprise's official website or landing page. If the website itself has chaotic structure and thin content, the more traffic each channel brings, the greater the waste. Therefore, when we create full-network promotion plans, we usually first lay a solid foundation with enterprise official website construction before discussing advertising.
Pitfall 2: Generative engine optimization means stuffing more keywords
Generative engine optimization has been asked about more and more in the past two years. Many enterprises hear that AI platforms such as Doubao, Qwen, and DeepSeek recommend brands, so they want to optimize quickly. But when asked how to do it, many understand it as 'write more articles, stuff more keywords, and post on more platforms.' This directly copies the rough practices of traditional SEO, so the results are naturally unsatisfactory.
Generative engine optimization shares similarities with traditional website SEO, but the logic is not exactly the same. When AI platforms generate answers, they value content credibility, structural clarity, and semantic relevance more than keyword frequency. A piece of content pieced together with high keyword density but chaotic logic is unlikely to be cited by AI. Conversely, content that thoroughly explains a problem, includes data and steps, and has clear sources is more likely to be recognized as a usable source.
YUNXUAN Network Technology's compliant approach
Our GEO generative engine optimization focuses on three things: structured content, verifiable sources, and adequate semantic coverage. Structured content means organizing content around the real ways users ask questions, such as 'How should a Baidu promotion budget be allocated?' and 'Which channel should SMEs do first for full-network promotion?', presented in Q&A, step-by-step, and checklist formats so AI can extract key points. Verifiable sources means brand information on the enterprise official website, encyclopedias, industry media, and Q&A platforms remains consistent without contradictions, so AI can build trust during cross-checking. Adequate semantic coverage means building thematic content around core business terms and long-tail question formats rather than stuffing keywords at single points.
We also apply this method to the underlying architecture of enterprise official website construction. During custom website development, we consider page semantic tags, content hierarchy, internal link structure, and loading performance, making the website friendly both to people and to AI retrieval. Many enterprise official websites look beautiful, but their code level is a mess, and AI crawlers cannot understand them, let alone recommend them. GEO optimization is not mysticism; it is a combination of content engineering and technical engineering and requires continuous investment. Expecting to seize AI search traffic by publishing a few articles is unrealistic.
Pitfall 3: Confusing local customer acquisition with nationwide promotion
Some enterprises do promotion wanting local business at one moment and nationwide orders the next. The budget is spread thin, and no channel is fully developed. Others understand 'local customer acquisition' as advertising only locally and 'nationwide promotion' as posting information everywhere. The boundaries are unclear, so results are naturally hard to evaluate.
One concept needs clarification: service coverage and office location are two different things. YUNXUAN Network Technology serves merchants and enterprise clients nationwide. No matter which city the client is in, our website building, promotion, optimization, and AI tool development are delivered to the same standard. Take Zhanjiang online promotion as an example. Zhanjiang is one of our key service regions. We are familiar with the customer acquisition rhythm and platform practices of local physical stores, engineering enterprises, and trading clients, but that does not mean we only work in Zhanjiang. On the contrary, we reuse the local life platform operation experience and short video traffic methods accumulated in Zhanjiang for clients in different cities nationwide, then adjust them according to local market characteristics.
YUNXUAN Network Technology's compliant approach
We usually first help clients clarify their customer acquisition goals: is it foot traffic to a store within three kilometers, or nationwide inquiry leads? Different goals require completely different channel mixes and content strategies. For local customer acquisition, the focus is on local life platform listing optimization, short video same-city content, map listings, and local search term layout, combined with store activities to create a conversion loop. For nationwide promotion, the focus is on search engine promotion, feed ads, vertical industry platforms, and brand content accumulation, with the official website receiving inquiries and AI agents handling initial reception and screening.
We created a short video traffic plan for a trading store, combining local life platforms with short video content, and store foot traffic increased noticeably. We also created full-network brand exposure for a manufacturing factory, and a multi-channel content layout drove growth in both domestic and foreign trade inquiries. The underlying logic of both projects is the same: set goals first, then match channels, and finally review with data. The real fear is starting work with vague goals and only realizing the direction is wrong after the money is spent.
Pitfall 4: Inquiries cannot be handled, and intelligent customer service is just decoration
Many enterprises promote well and inquiry volume rises, but conversion rates do not. Upon asking, we learn that no one responds to customer inquiries at night, daytime replies are slow, and form leads are contacted only the next day. Traffic is bought, but the reception link breaks down, equivalent to pushing到手 leads away.
This is also why we recommend that enterprises value AI agent development. An AI agent is not a good-looking chat window. It must handle inquiries at night and during peak periods, answer common questions, guide customers to leave contact information, screen effective leads, and transfer them to human follow-up. We served an enterprise that, after launching an AI agent customer service, effectively handled nighttime inquiries, improved the lead capture rate, and enabled sales to follow up the next day with customer intent already preliminarily screened, greatly improving efficiency.
YUNXUAN Network Technology's compliant approach
To build an enterprise-exclusive AI agent, we first organize a business Q&A library, turning product parameters, service processes, pricing logic, and common objections into structured knowledge. Then we configure reception scripts and lead capture guidance paths, and finally connect it with the official website, promotion landing pages, WeChat official accounts, and other entry points. After launch, we continuously review conversation records, supplement the knowledge base where answers are inaccurate, and gradually train the agent into a reliable 'digital front desk.'
One pitfall to avoid here: AI agents cannot replace human sales. They solve instant response and preliminary screening, while complex needs still require human follow-up. If an enterprise expects a robot to solve everything without a follow-up mechanism, even the best tool will be useless.
Pitfall 5: Looking only at cost per click, not full-funnel conversion
Some enterprises evaluate online promotion results only by Baidu promotion's cost per click, stopping when they think it is expensive and increasing when it is cheap. Cost per click is only an intermediate metric. What should really be examined is full-funnel conversion from impression, click, visit, and inquiry to deal. Some terms have expensive clicks, but the customers they bring are precise and the sales cycle is short. Some terms have cheap clicks, but the traffic is broad, and among many inquiries few are relevant. Looking only at single-point cost makes it easy to make wrong decisions.
YUNXUAN Network Technology's compliant approach
For full-service digital marketing management, we emphasize forming a closed loop of website building, promotion, AI tools, and GEO optimization, and evaluating results after data is connected. Conversion tracking is embedded on the website side, promotion distinguishes channels and keyword sources, AI agents record consultation content and lead quality, and we regularly review which traffic truly brings inquiries and which content truly influences decisions. Only then is there a basis for budget adjustments rather than relying on feelings.
We often tell clients that online promotion is a process of continuous optimization, not a one-time deal. Accounts need regular search term cleaning, landing pages need data-driven iteration, content needs updating according to AI platforms' indexing preferences, and agents need tuning based on conversation records. If an enterprise does not have the energy to monitor this itself, when choosing a service provider for management, it should see whether the provider is willing to do this detailed work rather than only promising rankings and impressions.
A few practical suggestions for enterprises currently doing online promotion
- Build the foundation before driving traffic: if the reception capability of the official website and landing pages is not up to standard, do not rush to increase advertising. Consider conversion paths and AI retrieval indexing during custom website development, and save much trouble later.
- Look at the full funnel in Baidu promotion: check account structure, keyword matching, creative quality, landing page experience, and inquiry reception one by one, not just bids.
- Be patient with generative engine optimization: create structured content around users' real question formats, keep brand information consistent, and update continuously. Do not expect keyword stuffing to work in the short term.
- Set separate strategies for local and nationwide: clarify goals before matching channels. Zhanjiang online promotion has local methods, and nationwide promotion has nationwide combinations. Do not mix them.
- Equip both tools and people for inquiry reception: AI agents handle instant response and initial screening, while human sales handle in-depth follow-up. Only by working together can conversion improve.
- Choose a service provider based on review capability: one willing to show you data, explain problems, and adjust strategies is more reliable than one that only promises results.
YUNXUAN Network Technology has been deeply engaged in the internet industry for 20 years, serving SMEs and local physical clients across industries nationwide. From enterprise official website construction, website SEO, Baidu promotion, feed ads, and Douyin promotion to GEO generative engine optimization, AI agent development, and full-service digital marketing management, we have always done one thing: help enterprises turn traffic into inquiries and inquiries into business. The pitfalls above are summarized from a large number of service cases and are also a checklist we constantly use to examine our own delivery. If your enterprise is currently doing online promotion or preparing to launch full-network marketing, you may first compare against these points. Avoiding one more pitfall means more budget spent where it matters.