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GEO Industry Blog

In-depth GEO guides with internal links to glossary, cases, and services — optimized for AI citation and search discovery.

DeepSeek Brand Citation Sources & Technical Documentation GEO Layout Strategy
9 min

DeepSeek Brand Citation Sources & Technical Documentation GEO Layout Strategy

This article provides a Generative Engine Optimization layout strategy for DeepSeek citation sources and technical documentation. It analyzes brand visibility in AI-generated outputs from three dimensions: source attribution, structured data, and content depth. JiQun Tech client practices show that JSON-LD citation markup and extractable content design can boost brand citation rates in DeepSeek responses by over 40%.

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B2B LLM Citation Matrix & Authoritative Source Building: The Trust Engineering for GEO Era
9 min

B2B LLM Citation Matrix & Authoritative Source Building: The Trust Engineering for GEO Era

In the GEO era dominated by Generative Search and Zero-Click Search, how can B2B enterprises make LLMs actively cite their content? This post proposes a 'Citation Source Matrix' framework, detailing how to build machine trust through source authority, entity consistency, and Answer-First formatting to improve citation rates and answer card inclusion in SGE, Doubao, and other AI searches. JiQun Tech client practices show a 37% increase in brand mention rate through structured source building.

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Generative Engine Optimization: A Practical Guide to the CREATE Methodology
9 min

Generative Engine Optimization: A Practical Guide to the CREATE Methodology

Generative Engine Optimization (GEO) is the new battleground for B2B visibility in the AI search era. Based on JiQun Tech's hands-on experience with dozens of enterprises, this article systematically breaks down the CREATE methodology—Content Credibility, Retrieval Augmentation, Answer Friendliness, Topical Authority, and Continuous Optimization—to help you build a quantifiable GEO content system that boosts AI recommendation rates and answer card inclusion.

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B2B LLM Citation Source Matrix & Authoritative Source Building: The Trust Foundation in the GEO Era
11 min

B2B LLM Citation Source Matrix & Authoritative Source Building: The Trust Foundation in the GEO Era

In the GEO era, the LLM citation source matrix is the core mechanism for B2B enterprises to secure AI recommendations. This article, grounded in Answer-First and E-E-A-T principles, explains how to build authoritative sources, optimize content chunking and trustworthiness scoring. Through JiQun Tech client practices, it demonstrates actionable pathways for constructing a citation matrix to enhance AI answer eligibility and brand reputation under zero-click search trends.

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Doubao GEO Enterprise Visibility & Answer-First Content Engineering: Winning Brand Strategy in the AI Search Era
11 min

Doubao GEO Enterprise Visibility & Answer-First Content Engineering: Winning Brand Strategy in the AI Search Era

As generative AI search tools like Doubao rise, traditional SEO is being replaced by GEO (Generative Engine Optimization). This article explores how Answer-First content engineering boosts enterprise visibility in Doubao, covering zero-click search, authoritative signal building, and structured content strategies to help B2B brands capture the 'first answer' position in AI search.

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