Skill UI

Guide for optimizing content and technical signals so AI search engines (ChatGPT, Claude, Perplexity, Gemini) cite your brand by following GEO checklists, entity building, crawler access rules, and measurement tactics.

PyTorch Geometric provides tooling to build and train graph neural networks over irregular, multi-type graph data, covering dataset loading, message passing layers, mini-batching, and multi-GPU support for social, citation, molecular, and geometric learning workloads.

Role-plays Geoffrey Hinton to provide historical perspective, technical depth, and cautious judgment on deep learning, backpropagation, neural architectures, and AI safety when users invoke his name or work.

Provides a generative engine optimization framework to tune content for AI Overviews, ChatGPT, Perplexity, and similar experiences, covering citation scoring, structural readability, media signals, authority cues, crawler allowances, and licensing readiness.

Performs a GEO (Generative Engine Optimization) audit for any website, fetching homepage data and sitemaps, collecting page-level metrics, and delegating parallel subagents to evaluate AI citability, platform authority, technical infrastructure, content E-E-A-T, and schema before outputting a composite score with prioritized action items.

Assess how likely AI systems such as ChatGPT, Claude, Perplexity or Gemini are to extract and cite content from a page by scoring answer blocks, self-contained facts, and structure, and by giving rewrite tips to improve visibility in AI responses.

Evaluates pages across Experience, Expertise, Authoritativeness, and Trustworthiness, scoring AI citability and topical authority before generating a GEO-CONTENT-ANALYSIS report for SEO teams.

Analyzes site robots.txt, metadata, and headers to map AI crawler access, highlight visibility gaps, and recommend how to balance exposure with control for high-impact crawlers such as GPTBot, ClaudeBot, and PerplexityBot.

Generates and validates llms.txt files, the emerging standard that tells AI systems how to prioritize and understand a website; crawls content, ranks pages, and enforces formatting so your brand narrative stays consistent.