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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.

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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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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