generative-engine-optimizationWhen the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity, AI Overviews). Also use when the user mentions "GEO," "AEO," "generati...
Install via ClawdBot CLI:
clawdbot install kostja94/generative-engine-optimizationGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://geneo.app/blog/chatgpt-vs-perplexity-vs-google-ai-overview-geo-comparisoAudited Apr 18, 2026 · audit v1.0
Generated May 9, 2026
An online retailer wants their product pages to be cited in AI-generated shopping recommendations on ChatGPT and Perplexity. The skill helps structure content into citable answer blocks with entity signals and structured data.
A B2B SaaS company aims to get its blog posts cited in AI answers for industry queries. The skill guides on using QAE patterns, answer-first formatting, and distribution via YouTube and Reddit to increase citation rates.
A healthcare information site wants to be referenced by AI assistants for medical queries. The skill provides technical crawlability tips for AI bots and content best practices for authoritative, direct-answer formats.
A news outlet faces declining traffic from Google AI Overviews and wants to optimize for citation value. The skill explains how to create citable paragraphs and leverage structured data to maintain brand visibility even without clicks.
A local restaurant chain seeks to be cited in AI answers for 'best restaurants near me'. The skill advises on entity signals, local SEO foundations, and content distribution on forums like Reddit.
Offer GEO strategy audits and implementation services to clients on a monthly retainer. Includes content restructuring, technical audits, and performance tracking.
Develop a tool that analyzes content for AI-citability, suggests QAE improvements, and monitors citation mentions across AI platforms. Charge monthly subscription.
Create an online course teaching GEO best practices, targeting marketers and SEO professionals. Bundle with case studies and templates.
💬 Integration Tip
Pair this skill with site-crawlability and entity-seo for a comprehensive GEO optimization workflow. Revisit serp-features and featured-snippet skills to align with AI Overviews and traditional SERP features.
Scored May 9, 2026
Work with Obsidian vaults (plain Markdown notes) and automate via notesmd-cli.
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Obsidian笔记库按KG笔记法整理——四种笔记类型、链接权限、关系中转、命名规范、新旧分离。自动纠错+建关系+去重+补缺+无关内容分离+分层加载
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Automatically extract key points from long texts in Chinese or English using keywords or length triggers, outputting clear, concise bullet-point summaries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...