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
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.
Use when a sales rep already has a customer who has expressed some need (from outreach follow-up, account-landing research, customer-initiated contact, or meeting notes) and needs to structurally validate whether that need is real, urgent, whose pain it actually is, and whether it matches the team's capability — before pushing to ROI proofing or buying-intent assessment. Triggers: '验证一下这个需求是不是真的', '需求真不真', '客户说痛但我不确定', '这个客户值不值得跟', '客户说会考虑但是真的吗', '谁拍板', '现有方案是什么', '切换成本', 'need validation', 'pain point validation', 'is this a real need', 'verify customer need'. Do NOT use for: scoring leads at line-item level, building target-customer profiles, calculating ROI, overall buying-intent scoring, opportunity-stage assessment, or writing outreach/cold messages.