Page 2 · GEO Blog | 集群科技

2026-08-03 8 min

Enterprise GEO Strategy in the Zero-Click Search Era

In the zero-click search era, AI-generated answers directly satisfy user queries, challenging traditional SEO traffic models. This article explores GEO (Generative Engine Optimization) strategies for enterprises, focusing on structured content, knowledge base development, API content feeds, and continuous optimization to achieve brand citations and visibility on Baidu AI Search and ERNIE Bot. Drawing on JiQun Tech client practices, we propose a practical GEO deployment framework covering content strategy, technical implementation, KPI monitoring, and performance evaluation, helping B2B companies seize AI search entry points.

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2026-08-03 10 min

Brand Building through RAG Citations: Authoritative Source Strategy in the GEO Era

This article explores how RAG citation chains shape Generative Engine Optimization (GEO) for B2B brands in China. From citation structure and brand entity consistency to semantic HTML and structured data, we provide actionable strategies based on JiQun Tech client practices to secure first-mention positions and sustained AI search visibility.

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2026-07-27 10 min

How JSON-LD Structured Data Boosts GEO Entity Recognition and AI Search Visibility

This article explores how JSON-LD structured data enhances entity recognition in Generative Engine Optimization (GEO), from knowledge graph integration to answer card inclusion. Based on JiQun Tech client practices, it provides actionable frameworks for improving brand authority and trustworthiness in LLM outputs.

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2026-07-27 11 min

RAG Citation Brand Building: From Being Seen to Being Cited — A GEO Strategy for Enterprises

This article explores how RAG citation chains reshape B2B brand trust. Based on JiQun Tech GEO practices, it covers AI search optimization, citation tracking, and structured entity data to help enterprises secure priority citations in LLM-generated content and build a sustainable AI brand moat.

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2026-07-27 11 min

AI Search Visibility Diagnosis & Competitor Co-Occurrence Analysis: Winning Mind Share in Generative Engines

When brand rankings in traditional search no longer translate to visibility in AI answers, competitor co-occurrence analysis becomes the new battleground. This article details a GEO diagnostic framework using entity consistency, source attribution, and answer-layer authority to identify blind spots and craft differentiation strategies. JiQun Tech client practices show systematic diagnosis can boost AI answer mention rates by over 60%.

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2026-07-20 10 min

B2B LLM Citation Matrix & Authoritative Source Building: Core GEO Strategy for AI Search Visibility

In the era of generative AI search, how can B2B enterprises ensure their content is prioritized by LLMs when answering industry queries? Based on JiQun Tech's GEO practice, this article systematically explains the citation matrix construction logic: from source grading, knowledge graph anchoring to E-E-A-T signal reinforcement, with tested cases on Baidu Wenxin Yiyan and DeepSeek, offering a actionable roadmap for authoritative source building.

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