Abandoning long-tail keywords? In the GEO era, independent e-commerce websites should focus on "agenda setting."

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Posted by 广州品店科技有限公司 On Nov 27 2025
For a long time, long-tail keywords have been the core of traffic for independent e-commerce websites. Sellers spend a lot of effort digging for specific terms like "product + target market + purchasing scenario," attempting to capture scattered traffic by covering a massive number of long-tail keywords. However, with the popularization of generative AI, buyers' search behavior has shifted from "precise keyword search" to "scenario-based question consultation." The traffic coverage of traditional long-tail keywords is becoming increasingly narrow, and even if a small number of clicks are obtained, conversion is difficult due to a lack of brand awareness support. The core breakthrough point in the GEO era lies in "topic setting," shifting from "passively adapting to search" to "actively guiding awareness." By creating exclusive topics around core industry pain points, trends, and solutions, the independent website becomes the authoritative voice on these topics. When buyers search for related topics through ChatGPT, the brand will naturally be recommended by AI as a core source, achieving the dual value of traffic aggregation and trust endorsement. This article will guide you to completely break free from the constraints of long-tail keywords, master the practical methodology of topic setting, and make your independent e-commerce website the core of industry topics in the minds of global buyers.

I. The Ineffectiveness of Long-Tail Keywords: Reconstructing Traffic Logic in the GEO Era
I. The Ineffectiveness of Long-Tail Keywords: Reconstructing Traffic Logic in the GEO Era

1.1 The Three Core Dilemmas of Traditional Long-Tail Keywords

The long-tail keyword strategy relied upon by independent e-commerce websites is no longer suitable for the changing search ecosystem in the GEO era, and faces three main challenges:
  • Traffic fragmentation is severe: long-tail keywords are mostly subdivided combinations of "product attributes + procurement needs" (such as "EU CE certified small solar panels for home use"). Each keyword has a very low search volume, and it is necessary to cover thousands or even tens of thousands of keywords to form an effective traffic scale. Moreover, the traffic sources are scattered, making it difficult to aggregate high-value users.
  • Conversion chain break: After buyers enter the independent website through long-tail keywords, they can only obtain single product information. Lacking industry perspective and authoritative endorsement, it is difficult to build brand trust, resulting in "many clicks, few inquiries, and difficulty in closing deals".
  • Intensified competition: As more and more sellers flock to the long-tail keyword market, optimization costs continue to rise. The SEO difficulty of some core long-tail keywords is no less than that of core keywords, and the content is highly homogenized, making it difficult to form a differentiated advantage.

1.2 The Advantages of GEOs in Agenda Setting: From "Traffic Capture" to "Cognition Dominance"

Unlike the passive adaptation of long-tail keywords, topic setting achieves "proactive guidance + authority binding" through GEO, and its core advantages are reflected in three points:
  • Traffic aggregation effect: A core topic can cover multiple related search scenarios (such as the topic "new EU compliance policy for cross-border photovoltaic products", which can cover multiple AI search demands such as "new EU photovoltaic compliance standards", "2025 cross-border photovoltaic compliance requirements", and "new EU customs clearance regulations for photovoltaic products"), allowing scattered traffic to concentrate on the core topic;
  • Building Brand Authority: By outputting in-depth content related to the topic, the independent website will become an "opinion leader" in the field. AI such as ChatGPT will continuously cite it when answering related questions, forming a cognitive binding of "topic = brand", which is more effective in conversion than simple keyword ranking.
  • Long-term traffic accumulation: Traffic from long-tail keywords relies on algorithm ranking, while brand awareness and AI citation habits formed by topic setting are long-term. Even with algorithm iterations, the established authority of the topic can continue to bring stable traffic.

II. First step in practical operation: Discover high-value topics and identify GEO traffic anchors.
II. First Step in Practice: Identifying High-Value Topics and Finding the Right Anchor Points for GEO Traffic

2.1 Three core dimensions of topic discovery: pain points, trends, and solutions

High-value topics must simultaneously meet three conditions: "buyer interest + strong product relevance + easy AI citation," and need to be precisely identified from the following dimensions:
  • Industry pain point issues: Focus on the core pain points of buyers in the target market (such as compliance risks, cost pressures, and unstable supply), and extract issues by combining product advantages. For example, when creating an independent website for cross-border electronic components, you can explore "2025 EU RoHS 3.0 new regulations: pain points and solutions for cross-border compliance of electronic components", which directly addresses the compliance anxieties of buyers.
  • Industry trend-based topics: Based on industry data and technological iterations, predict future trends and set topics. For example, when creating an independent website for new energy products, you can create a "Global Energy Storage Product Cross-border Procurement Trends and Selection Guide under the Background of Carbon Neutrality" to attract high-potential buyers who are interested in industry dynamics.
  • Solution-oriented topics: Providing systematic solutions for complex problems in specific application scenarios. For example, for independent websites of industrial equipment, a "Complete Solution for Cross-border Procurement of Industrial Robots by SMEs: Cost Control, Adaptation Selection and After-sales Support" can be set up, covering the entire decision-making process of the purchaser.

2.2 Issue Validation: Ensuring Dual Focus from AI and Buyers

After identifying a topic, it needs to undergo double verification to avoid "self-indulgent topics" that lead to wasted traffic.
  • Verifying buyer needs: We collect topics that buyers are genuinely concerned about through LinkedIn industry groups, customer interviews, and Q&A sections on foreign trade B2B platforms. For example, we ask existing customers, "What policy changes are you most concerned about when making cross-border purchases?" to ensure that the topics are relevant to actual needs.
  • AI Citation Potential Verification: Enter the core keywords of the topic in ChatGPT (such as "EU RoHS 3.0 Compliance Solution for Electronic Components") and view the AI's response logic. If the AI tends to cite authoritative reports and solution-type content, and there are currently few sources of citation, then the topic has high citation potential. If there are already a large number of authoritative sources covering it, then the topic angle needs to be adjusted (such as focusing on "Compliance Solution for SMEs").

Third, the second practical step: Constructing a topic content system and adapting it to GEO citation logic.
III. Second Practical Step: Constructing a Topic Content System and Adapting it to GEO Reference Logic

3.1 The core structure of the topic content: authoritative, systematic, and scenario-based.

AI tools like ChatGPT prioritize content that is clearly structured, logically rigorous, and highly valuable. The content should move beyond a "product sales" mindset and construct a structured framework of "general-specific-general + authoritative support."
  • The opening statement sets the tone by clearly defining the core value and scope of the topic, for example, "This article will provide an in-depth analysis of the impact of the EU RoHS 3.0 regulations on cross-border trade of electronic components, offering low-cost compliance solutions for SMEs to help buyers avoid customs clearance risks and reduce compliance costs."
  • The content is structured in modules: “Problem Analysis → Core Impact → Solutions → Case Studies → Action Guidelines”. Each module should include “Data Support + Professional Interpretation + Practical Suggestions”. For example, the “Core Impact” module could state: “According to official EU data, after the implementation of the RoHS 3.0 regulations, the rejection rate for non-compliant electronic components at customs has increased to 45%. Due to insufficient compliance experience, SMEs have suffered losses on average of 30% of their single purchase amount (data source: European Commission 2024 Cross-Border Trade Report)”.
  • Conclusion: Summarize the core viewpoints of the topic, reinforce the brand's authoritative positioning, and provide clear action guidelines (such as "Click to obtain the 'EU RoHS 3.0 Compliance Self-Checklist for Electronic Components' and receive free one-on-one compliance consulting services").

3.2 Multi-format content adaptation: Improving the efficiency of AI crawling and user understanding

The probability of citing single text content is limited; therefore, it is necessary to construct an issue matrix by combining multiple content formats to adapt to GEO's multimodal crawling logic.
  • In-depth white papers/industry reports: Create in-depth content of more than 5,000 words on core issues, integrating authoritative third-party data, industry expert opinions, and brand case studies, such as the "2025 Global Energy Storage Product Cross-border Procurement White Paper", which becomes a core source of reference when AI answers related questions;
  • Scenario-based video interpretation: The core content of the topic is made into a 3-10 minute video, such as "Interpretation of the EU RoHS 3.0 New Regulation: Practical Demonstration of Customs Clearance of Electronic Components". The video combines product compliance cases and customs clearance process breakdown, and embeds links to independent websites. AI will use the video content as an important reference when crawling.
  • Visualized infographics: Complex issue logic (such as compliance processes, trend data, and solution steps) is organized into infographics, such as "Cross-border Procurement Trend Data Graph for Energy Storage Products" and "Compliance Self-Inspection Flowchart for Electronic Components". The alt text of images is optimized (such as "EU RoHS 3.0 Electronic Components Compliance Self-Inspection Flowchart - Exclusive for Foreign Trade Independent Websites") to improve AI recognition efficiency.
  • Expert Interviews/Roundtable Forums: Industry experts, certification body consultants, and experienced buyers are invited to discuss topics and create interview transcripts or live replays, such as "Cross-border Compliance Expert Roundtable: How Foreign Trade Enterprises Should Cope with Global Policy Changes in 2025". The content is enhanced by authoritative third-party endorsement.

Fourth, the third practical step: topic dissemination and effect iteration to strengthen GEO's authority.
Fourth, the third practical step: topic dissemination and effect iteration, strengthening the GEO's authority.

4.1 Topic Dissemination: Enabling AI and Industry to Proactively "Discover" Your Content

High-quality content needs to be disseminated through multiple channels to increase the probability of it being captured and cited by AI:
  • Optimize site indexing: Submit indexing requests for core pages of the topics (white papers, in-depth reports) through the Google Search Console to ensure that AI such as ChatGPT can quickly crawl them; add a "topic keyword index" to the pages to list relevant search phrases (such as "RoHS 3.0 electronic component compliance" and "new regulations for customs clearance of cross-border electronic components") to improve search accuracy;
  • Industry platform distribution: Publish the topic summary to LinkedIn, authoritative B2B platforms (such as Alibaba International Station, Made-in-China), and foreign trade industry forums, with a link to the complete content on your independent website to expand the content's exposure and attract organic citations within the industry, thereby enhancing the content's authority;
  • Proactively connect with the AI ecosystem: Through ChatGPT's "plugin function" and "custom knowledge base" and other channels, include the core content of the topic in the AI's reference scope (such as submitting white papers to relevant AI content libraries), or proactively cite your own topic content in the interaction with AI to guide AI to form a citation habit.

4.2 Effectiveness Monitoring and Iteration: Ensuring the topic remains at the core of the GEO discussion

Agenda setting is not a one-time solution; it requires continuous optimization through data monitoring to ensure its long-term authority.
  • Key monitoring metrics: Track the "AI reference traffic" (with dedicated source tags), "dwell time" and "conversion rate" of topic-related pages through GA4, with a focus on "AI reference frequency" (regularly search for topic keywords in ChatGPT and count the number of references on the independent website);
  • Content iteration and optimization: If a topic has high citation traffic but low conversion, it is necessary to add product adaptation cases and action guidance modules; if the citation frequency is low, authoritative data in the content can be updated, expert opinions can be added, or various forms of derivative content (such as infographics and short videos) can be created.
  • Topic extension and expansion: Based on the effectiveness of the core topic, expand related sub-topics and build a topic matrix. For example, the core topic "EU RoHS 3.0 compliance solution" can be extended to sub-topics such as "RoHS 3.0 component material selection guide" and "RoHS 3.0 compliance document preparation checklist", forming a traffic loop.

Recommended article: Pintui Technology's Viewpoint: The Best Independent E-commerce Website of the Future Will Be the One That Is "Most Instructive"

End

In the GEO era, the competition for traffic on independent e-commerce websites is no longer about "who covers more long-tail keywords," but rather "who can dominate industry discourse and become an authority recognized by AI and buyers." Abandoning the obsession with scattered long-tail keywords and focusing instead on high-value topic setting is essentially a mindset upgrade from "passively catering to search" to "actively guiding perception"—by outputting authoritative and systematic topic content, allowing generative AI like ChatGPT to become a "free endorsement officer" for your brand, enabling global buyers to actively find you when searching for relevant topics. Now, follow the practical strategies in this article to discover your core topics, build a customized content system, establish irreplaceable brand authority in the blue ocean of GEO, and attract a continuous stream of targeted traffic and cross-border orders!
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