## What is GEO Scoring GEO (Generative Engine Optimization) scoring is a content quality assessment metric provided by GEO-Wiki Pro, used to measure the visibility and optimization level of individual documents in AI search scenarios. The score ranges from 0-100, with higher scores indicating more AI search engine-friendly content. ## Scoring Dimensions GEO scoring evaluates content quality from the following dimensions: ### 1. Frontmatter Completeness (Weight: 20%) Evaluates whether the document's YAML frontmatter contains all required fields: | Field | Requirement | Description | |-------|-------------|-------------| | `title` | Required | Accurately describes document content | | `description` | Required | 120-160 character summary | | `category` | Required | Must be an existing category slug | | `tags` | Required | At least 2 tags | | `author` | Required | Document author | | `slug` | Auto-generated | Matches filename | ### 2. Content Structure (Weight: 25%) Evaluates whether the document's content organization is clear: - Uses appropriate heading levels (H1 > H2 > H3) - Contains meaningful paragraphs and lists - Code blocks use correct language annotations - Includes tables to present structured data ### 3. Schema Markup (Weight: 15%) Evaluates whether the document contains Schema.org structured data: - Page type annotation is accurate - Required attributes are complete - Uses JSON-LD format ```json { "@context": "https://schema.org", "@type": "TechArticle", "headline": "Document Title", "description": "Brief description" } ``` ### 4. AI Readability (Weight: 25%) Evaluates content friendliness for AI models: - Has clear definitions and explanations - Uses FAQ format to answer common questions - Provides step-by-step operation procedures - Avoids excessive marketing language ### 5. Internal Links and References (Weight: 15%) Evaluates the document's link structure: - References related documents - Provides authoritative external links - Links are valid (no broken links) ## Score Viewing ### In Admin Dashboard 1. Login to admin dashboard 2. Navigate to **GEO Dashboard** (`/admin/geo`) 3. View each document's score and detailed analysis ### Via API ```bash # Get GEO score for a single document curl -s https://geowiki.pro/api/v1/docs/can-bus-protocol | jq '.data.geoScore' ``` ### Via CLI ```bash geo doc get --slug can-bus-protocol --url https://geowiki.pro ``` ## Score Optimization Suggestions ### Low-scoring Documents (0-40 points) 1. Complete missing fields in frontmatter 2. Add clear heading hierarchy structure 3. Add brief summary at document beginning 4. Add FAQ format for common questions ### Medium-scoring Documents (40-70 points) 1. Add Schema.org JSON-LD markup 2. Supplement step-by-step operation guides 3. Add internal link references 4. Use tables to present comparison data ### High-scoring Documents (70-100 points) 1. Regularly update content to maintain freshness 2. Expand FAQ to cover more scenarios 3. Add code examples and operation screenshots 4. Reference authoritative external resources ::: tip GEO scoring is a reference metric, not an absolute standard. High-scoring content may not perform best in all AI search engines, but continuously optimizing content quality is the fundamental way to improve visibility. ::: ::: warning Do not add meaningless filler content to improve scores. AI models can identify low-quality content, which will actually reduce your search visibility. :::