GEO (AI Search) Optimization Case
Seizing Recommendation High Ground on AI Engines like ChatGPT, Perplexity.
AI Citation Rate Analysis
Analyze brand mention frequency and recommendation tendency in mainstream AI models, optimizing corpus to improve "Top Recommendation" probability.
ChatGPT-4o
Top RecommendationPositive
Perplexity
Top 3 RecommendationNeutral
Google Gemini
Citation SourcePositive
Claude 3.5
Top RecommendationPositive
Corpus Optimization Strategy
Build structured data and authoritative Q&A content to make AI easier to understand and trust brand information.
1. Knowledge Graph Construction
Establish clear entity relationships ensuring AI accurately identifies brand attributes.
2. Authoritative Citation Building
Implant brand information in high-authority sources like Wikipedia, industry white papers.
3. Structured Data Markup
Use Schema.org to mark product specs for direct machine reading.
4. Long-form Q&A Layout
Produce in-depth content for "How-to" questions, hitting AI summarization logic.
Optimization Effect Tracking
AI Mention Rate
68%
+15% vs Last Month
Brand Sentiment Score
4.8/5
+0.2 vs Last Month
Referral Traffic
45K
+22% vs Last Month
From AI Search
User Trust
High
Stable vs Last Month
Next Month Focus
Targeted optimization for Google SGE (Search Generative Experience) to improve exposure in search summaries.