[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-cd6b4a7f-0a68-4cfd-bd56-7f3a2401feaf":3,"$fKXYlDiTOOH7M4nkMZ8z4YpYKJ3cZxKShfAuwHdYs-Vs":42},{"id":4,"title":5,"description":6,"categoryId":7,"moduleId":8,"tags":9,"prompt":10,"icon":11,"source":12,"sourceUrl":13,"authorId":14,"authorName":15,"isPublic":16,"stars":17,"runs":18,"createdAt":19,"updatedAt":19,"module":20,"category":27,"packages":33},"cd6b4a7f-0a68-4cfd-bd56-7f3a2401feaf","seo-content",">","cat_writing_article","mod_writing","sickn33,writing","---\nname: seo-content\ndescription: >\n  Content quality and E-E-A-T analysis with AI citation readiness assessment.\n  Use when user says \"content quality\", \"E-E-A-T\", \"content analysis\",\n  \"readability check\", \"thin content\", or \"content audit\".\nrisk: unknown\nsource: \"https:\u002F\u002Fgithub.com\u002FAgriciDaniel\u002Fclaude-seo\"\ndate_added: \"2026-03-21\"\nuser-invokable: true\nargument-hint: \"[url]\"\nallowed-tools:\n  - Read\n  - Grep\n  - Glob\n  - Bash\n  - WebFetch\n---\n\n# Content Quality & E-E-A-T Analysis\n\n## When to Use\n- Use when auditing content quality, readability, thin content risk, or E-E-A-T signals.\n- Use when the user wants a content-focused SEO review rather than a full technical audit.\n- Use when checking whether content is structured and trustworthy enough for search and AI citation.\n\n## E-E-A-T Framework (updated Sept 2025 QRG)\n\nRead `seo\u002Freferences\u002Feeat-framework.md` for full criteria.\n\n### Experience (first-hand signals)\n- Original research, case studies, before\u002Fafter results\n- Personal anecdotes, process documentation\n- Unique data, proprietary insights\n- Photos\u002Fvideos from direct experience\n\n### Expertise\n- Author credentials, certifications, bio\n- Professional background relevant to topic\n- Technical depth appropriate for audience\n- Accurate, well-sourced claims\n\n### Authoritativeness\n- External citations, backlinks from authoritative sources\n- Brand mentions, industry recognition\n- Published in recognized outlets\n- Cited by other experts\n\n### Trustworthiness\n- Contact information, physical address\n- Privacy policy, terms of service\n- Customer testimonials, reviews\n- Date stamps, transparent corrections\n- Secure site (HTTPS)\n\n## Content Metrics\n\n### Word Count Analysis\nCompare against page type minimums:\n| Page Type | Minimum |\n|-----------|---------|\n| Homepage | 500 |\n| Service page | 800 |\n| Blog post | 1,500 |\n| Product page | 300+ (400+ for complex products) |\n| Location page | 500-600 |\n\n> **Important:** These are **topical coverage floors**, not targets. Google has confirmed word count is NOT a direct ranking factor. The goal is comprehensive topical coverage; a 500-word page that thoroughly answers the query will outrank a 2,000-word page that doesn't. Use these as guidelines for adequate coverage depth, not rigid requirements.\n\n### Readability\n- Flesch Reading Ease: target 60-70 for general audience\n\n> **Note:** Flesch Reading Ease is a useful proxy for content accessibility but is NOT a direct Google ranking factor. John Mueller has confirmed Google does not use basic readability scores for ranking. Yoast deprioritized Flesch scores in v19.3. Use readability analysis as a content quality indicator, not as an SEO metric to optimize directly.\n- Grade level: match target audience\n- Sentence length: average 15-20 words\n- Paragraph length: 2-4 sentences\n\n### Keyword Optimization\n- Primary keyword in title, H1, first 100 words\n- Natural density (1-3%)\n- Semantic variations present\n- No keyword stuffing\n\n### Content Structure\n- Logical heading hierarchy (H1 -> H2 -> H3)\n- Scannable sections with descriptive headings\n- Bullet\u002Fnumbered lists where appropriate\n- Table of contents for long-form content\n\n### Multimedia\n- Relevant images with proper alt text\n- Videos where appropriate\n- Infographics for complex data\n- Charts\u002Fgraphs for statistics\n\n### Internal Linking\n- 3-5 relevant internal links per 1000 words\n- Descriptive anchor text\n- Links to related content\n- No orphan pages\n\n### External Linking\n- Cite authoritative sources\n- Open in new tab for user experience\n- Reasonable count (not excessive)\n\n## AI Content Assessment (Sept 2025 QRG addition)\n\nGoogle's raters now formally assess whether content appears AI-generated.\n\n### Acceptable AI Content\n- Demonstrates genuine E-E-A-T\n- Provides unique value\n- Has human oversight and editing\n- Contains original insights\n\n### Low-Quality AI Content Markers\n- Generic phrasing, lack of specificity\n- No original insight\n- Repetitive structure across pages\n- No author attribution\n- Factual inaccuracies\n\n> **Helpful Content System (March 2024):** The Helpful Content System was merged into Google's core ranking algorithm during the March 2024 core update. It no longer operates as a standalone classifier. Helpfulness signals are now weighted within every core update. The same principles apply (people-first content, demonstrating E-E-A-T, satisfying user intent), but enforcement is continuous rather than through separate HCU updates.\n\n## AI Citation Readiness (GEO signals)\n\nOptimize for AI search engines (ChatGPT, Perplexity, Google AI Overviews):\n\n- Clear, quotable statements with statistics\u002Ffacts\n- Structured data (especially for data points)\n- Strong heading hierarchy (H1->H2->H3 flow)\n- Answer-first formatting for key questions\n- Tables and lists for comparative data\n- Clear attribution and source citations\n\n### AI Search Visibility & GEO (2025-2026)\n\n**Google AI Mode** launched publicly in May 2025 as a separate tab in Google Search, available in 180+ countries. Unlike AI Overviews (which appear above organic results), AI Mode provides a fully conversational search experience with **zero organic blue links**, making AI citation the only visibility mechanism.\n\n**Key optimization strategies for AI citation:**\n- **Structured answers:** Clear question-answer formats, definition patterns, and step-by-step instructions that AI systems can extract and cite\n- **First-party data:** Original research, statistics, case studies, and unique datasets are highly cited by AI systems\n- **Schema markup:** Article, FAQ (for non-Google AI platforms), and structured content schemas help AI systems parse and attribute content\n- **Topical authority:** AI systems preferentially cite sources that demonstrate deep expertise. Build content clusters, not isolated pages\n- **Entity clarity:** Ensure brand, authors, and key concepts are clearly defined with structured data (Organization, Person schema)\n- **Multi-platform tracking:** Monitor visibility across Google AI Overviews, AI Mode, ChatGPT, Perplexity, and Bing Copilot, not just traditional rankings. Treat AI citation as a standalone KPI alongside organic rankings and traffic.\n\n**Generative Engine Optimization (GEO):**\nGEO is the emerging discipline of optimizing content specifically for AI-generated answers. Key GEO signals include: quotability (clear, concise extractable facts), attribution (source citations within your content), structure (well-organized heading hierarchy), and freshness (regularly updated data). Cross-reference the `seo-geo` skill for detailed GEO workflows.\n\n## Content Freshness\n\n- Publication date visible\n- Last updated date if content has been revised\n- Flag content older than 12 months without update for fast-changing topics\n\n## Output\n\n### Content Quality Score: XX\u002F100\n\n### E-E-A-T Breakdown\n| Factor | Score | Key Signals |\n|--------|-------|-------------|\n| Experience | XX\u002F25 | ... |\n| Expertise | XX\u002F25 | ... |\n| Authoritativeness | XX\u002F25 | ... |\n| Trustworthiness | XX\u002F25 | ... |\n\n### AI Citation Readiness: XX\u002F100\n\n### Issues Found\n### Recommendations\n\n## DataForSEO Integration (Optional)\n\nIf DataForSEO MCP tools are available, use `kw_data_google_ads_search_volume` for real keyword volume data, `dataforseo_labs_bulk_keyword_difficulty` for difficulty scores, `dataforseo_labs_search_intent` for intent classification, and `content_analysis_summary` for content quality analysis.\n\n## Error Handling\n\n| Scenario | Action |\n|----------|--------|\n| URL unreachable (DNS failure, connection refused) | Report the error clearly. Do not guess page content. Suggest the user verify the URL and try again. |\n| Content behind paywall (402\u002F403, login wall) | Report that the content is not publicly accessible. Analyze only the visible portion (meta tags, headers) and note the limitation. |\n| Thin content (fewer than 100 words retrievable) | Report the findings as-is rather than guessing. Flag the page as potentially JavaScript-rendered or gated, and suggest the user provide the full text directly. |\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n","","imported","https:\u002F\u002Fgithub.com\u002Fsickn33\u002Fantigravity-awesome-skills","user_system_seed","SkillOPIC",true,139,532,"2026-05-16 13:39:17",{"id":8,"name":21,"slug":22,"icon":23,"description":24,"sort":25,"createdAt":26},"写作研究","writing","mdi-pencil-outline","从学术写作到创意文案，让 AI 成为你的专属写作助手",1,"2026-05-16 12:53:40",{"id":7,"name":28,"slug":29,"icon":30,"description":31,"moduleId":8,"sort":25,"skillCount":32,"createdAt":26},"文章写作","article","mdi-file-document-edit-outline","博客、新闻稿、自媒体文章等",61,[34],{"id":35,"skillId":4,"version":36,"fileName":37,"fileSize":38,"filePath":39,"fileHash":40,"manifest":41,"createdAt":19},"d5fefa3a-15fd-472c-8450-2950d24b64e9","1.0.0","seo-content.zip",3919,"uploads\u002Fskills\u002Fcd6b4a7f-0a68-4cfd-bd56-7f3a2401feaf\u002Fseo-content.zip","f06e1df1886c46ef9526ca82c3cd0fa70b71261f1a8c054e2c98d1991987f856","[{\"path\":\"SKILL.md\",\"isDirectory\":false,\"size\":8342}]",{"code":43,"message":44,"data":45},200,"success",{"items":46,"stats":47,"page":50},[],{"averageRating":48,"totalRatings":48,"ratingCounts":49},0,[48,48,48,48,48],{"limit":51,"offset":48,"hasMore":52,"nextOffset":51,"ratedOnly":16},15,false]