Ai Search Optimizer

Get your content cited by ChatGPT, Perplexity, Claude & Google AI Overviews. Full GEO/AEO audit, optimization & strategy system.

Install
cmdop skills install agensi-ai-search-optimizer

AI Search Optimizer is a skill focused on Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO). Its purpose is to audit existing content and guide changes that increase the likelihood of being cited by AI search platforms. The skill operates across six distinct modes. AI Visibility Audit assesses how discoverable content currently is to AI engines. Content Optimizer applies the CITE framework to restructure content toward citation-friendly patterns. Prompt Mapping connects content to the queries AI systems are likely to answer. Technical Setup covers configuration of robots.txt, schema markup, and llms.txt files. Competitor Citation Analysis examines which competitors are being cited and why. The 90-Day Strategy Builder produces a phased plan for improving AI search presence over time. The platforms covered include Perplexity, ChatGPT, Claude, Google AI Overviews, and Gemini. No tools are exposed for programmatic agent use; this skill is designed for structured, guided workflows rather than API-level automation. There is no repository URL, no listed package registry, and no environment variables to configure. The skill is published by agensi and carries no stated license.

Use cases

  • Audit a website to identify gaps in AI search citation coverage
  • Restructure existing articles using the CITE framework to improve citation rates
  • Map site content to prompts that AI platforms are likely to answer
  • Configure robots.txt, schema, and llms.txt for AI crawler compatibility
  • Analyze which competitor pages are being cited by AI engines and why
  • Build a 90-day content and technical optimization roadmap for AI search visibility

When to use it

  • When a site's content is not appearing in AI-generated answers on ChatGPT, Perplexity, or Google AI Overviews
  • When planning a structured, multi-platform AI search optimization strategy
  • When technical setup for AI crawlers such as llms.txt and schema needs guidance
  • When competitor citation patterns need analysis to inform content decisions

When not to use it

  • When programmatic or agent-driven tool calls are needed — no tools are exposed
  • When the requirement is traditional SEO for non-AI search engines only
  • When real-time data retrieval or live platform querying is required
  • When a software integration or API connection to a CMS is needed