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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.

AI Search Visibility Diagnosis & Competitor Co-Occurrence Analysis: Winning Mind Share in Generative Engines
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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B2B LLM Citation Matrix & Authoritative Source Building: Core GEO Strategy for AI Search Visibility
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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GEO KPI Dashboard & Prompt Automated Testing: Building a Measurable, Iterative AI Search Optimization System
10 min

GEO KPI Dashboard & Prompt Automated Testing: Building a Measurable, Iterative AI Search Optimization System

This article explores GEO (Generative Engine Optimization) KPI dashboard design and prompt automated testing methodologies. Targeting Baidu AI search, Doubao, and other LLM citation scenarios, it proposes a three-dimensional metric system covering visibility, authority, and citation frequency, alongside automated prompt regression testing for continuous optimization. JiQun Tech integrates E-E-A-T and knowledge graph strategies to help B2B enterprises build a quantifiable GEO operations loop.

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Doubao GEO Enterprise Visibility & Answer-First Content Engineering: Building a Brand Moat in the AI Search Era
11 min

Doubao GEO Enterprise Visibility & Answer-First Content Engineering: Building a Brand Moat in the AI Search Era

This article dives into how Doubao GEO leverages Answer-First content engineering to boost enterprise visibility. From entity-level optimization and Generative Visibility Index to judgment engineering, combined with JiQun Tech client practices, it provides an actionable GEO strategy framework for B2B brands to secure authoritative answer positions in AI search.

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