geo-skills

Master orchestrator for turning high-value GEO content and capabilities into AI plugins/tools across ChatGPT, Claude, Perplexity, Gemini and other ecosystems. Use this skill whenever the user mentions building, designing, packaging, or standardizing AI plugins/tools around their content, APIs, or GEO assets, or wants to move from being passively cited to actively embedded inside AI workflows.

GEO-focused fact-checking and evidence collection assistant for written content. Use this skill whenever the user wants to verify factual claims (numbers, dates, rankings, market share, competitor data, quotes, or statistics), validate sources, or increase AI trust in content by attaching precise citations and up-to-date evidence. Prefer this skill for content that should be highly reliable for AI citations, reports, comparison pages, landing pages, and data-driven articles.

Detect and annotate hallucinations, unsupported claims, fabricated studies, and incorrect conclusions in text so that AI only cites verifiable, trustworthy content. Use this skill whenever the user asks you to fact-check, validate sources, check for hallucinations, or ensure that generated content is grounded in real evidence, even if they do not explicitly use the word "hallucination".

GEO bulk processing engine for large-scale, multi-page content optimization. Use this skill whenever the user mentions bulk GEO changes, batch content updates, large websites, sitemaps, content libraries, or needs to process many URLs/documents in one workflow, not just a single page.

GEO conversion optimization engine that balances AI citation readiness with real user conversion. Use this skill whenever the user wants content that both ranks well in AI answers and actually drives sign-ups, leads, purchases, or other business outcomes, not just “SEO/GEO for its own sake”.

End-to-end GEO content publishing and distribution orchestrator. Use this skill whenever the user mentions publishing or distributing GEO-optimized content across multiple channels (blog, docs, landing pages, social, newsletter, app updates, etc.), wants to turn one core piece into many channel-specific variants, or wants to make new or updated content highly visible to AI crawlers and generative engines. Always consider this skill when the user combines content optimization, multi-platform distribution, and AI search visibility in the same request.

Local business-focused GEO optimization orchestrator for AI-powered local search. Use this skill whenever the user mentions local shops, clinics, restaurants, service providers, offline stores, franchise locations, or service areas and wants to rank better in AI answers or map-style results for queries like "near me", city/area + service, or landmark-based searches. Always consider this skill when the request combines GEO, local SEO, maps/listings, store pages, reviews, or service areas, even if the user does not explicitly say "GEO" or "local SEO".

Real-time GEO metrics monitoring and alerting orchestrator. Use this skill whenever the user wants to track, visualize, and react to AI GEO performance metrics over time — especially AIGVR (AI-generated visibility rate), SoM (Share of Model), AI citation volume, and related indicators across ChatGPT, Perplexity, Gemini, Claude, SGE, and other generative engines. Prefer this skill whenever the request goes beyond a static report and instead focuses on ongoing dashboards, time-series tracking, anomaly detection (sudden spikes/drops), or building an internal “GEO metrics command center.” It is designed to complement `geo-report-builder` by turning one-off analyses into a continuous monitoring system.

Multilingual GEO content adaptation and alignment orchestrator. Use this skill whenever the user mentions translating, localizing, or adapting GEO-focused content across multiple languages or regions, wants AI models to consistently cite the same brand or page in different languages, or needs to diagnose why non-English AI answers diverge from their canonical English (or other source-language) content. Always consider this skill when GEO and AI citation goals explicitly involve more than one language, locale, or market.

Standardized GEO template library for AI-citable content. Use this skill whenever the user mentions creating, reusing, or standardizing templates for GEO-optimized content (FAQ pages, definition articles, comparison guides, how-to guides, statistics roundups, landing pages, and similar formats), or wants cross-team consistency and speed in producing AI-citable content. Always consider this skill when the user asks for "a template" or "reusable structure" for GEO content, even if they do not explicitly mention GEO or AI citations.

Write AI-citable content in proven formats including FAQ pages, definition articles ("What is X?"), comparison guides (A vs B), how-to guides, and original data/statistics roundups. Creates content optimized for ChatGPT, Perplexity, Gemini, and Claude citations. Use whenever the user mentions writing content for AI citations, creating FAQ pages, writing definition articles, building comparison content, making how-to guides, or generating statistics roundups that AI will reference.

Analyze competitor GEO (Generative Engine Optimization) strategies by examining their content structure, Schema markup, llms.txt, and AI citation signals. Benchmark your brand against competitors and identify strategic gaps and opportunities. Use whenever the user mentions scanning competitor GEO strategies, comparing AI search performance, analyzing competitor content for AI citations, finding GEO gaps, or wants to understand how competitors win AI citations.

Rewrite and restructure content to maximize AI citation rates across ChatGPT, Perplexity, Gemini, and Google AI. Optimizes articles, product pages, landing pages, and FAQs for GEO (Generative Engine Optimization). Use whenever the user mentions optimizing content for AI search, rewriting for AI citations, making content GEO-friendly, improving AI visibility, or wants their content to appear in ChatGPT/Claude/Perplexity answers. Also trigger for requests about citation optimization, AI-readable content structure, or fixing content that AI isn't citing.

Audit and rewrite content to remove AI-generated feel by stripping markdown artifacts, eliminating AI vocabulary patterns, flagging hallucination risks, and restoring natural human voice. Use whenever the user mentions content sounding like AI, removing AI tone, making content more human, checking for AI feel, fixing mechanical writing patterns, or scanning for hallucinations and unverified claims in content.

Generate, validate, and optimize llms.txt files for AI crawler accessibility. Creates structured markdown files that help AI platforms (ChatGPT, Perplexity, Gemini, Claude) understand site structure and prioritize content for citation. Use whenever the user mentions creating an llms.txt file, optimizing llms.txt, making their site AI-crawler friendly, helping AI understand their website, building AI-readable site documentation, or wants to improve visibility in AI search engines.

Generate AI-optimized Alt Text, file names, captions, and Schema markup for images, videos, and audio assets. Improves AI discoverability on Google Lens, ChatGPT Vision, and Perplexity. Use whenever the user mentions optimizing images for AI, writing Alt Text, generating video Schema, tagging assets for AI discoverability, or making images visible in ChatGPT Vision and Google Lens.

Discover high-value AI search prompts your target audience uses on ChatGPT, Perplexity, Gemini, and Claude. Research and generate comprehensive prompt lists for GEO (Generative Engine Optimization) strategy, including discovery, comparison, how-to, definition, and recommendation prompts. Use whenever the user mentions researching AI search queries, finding GEO prompts, building prompt monitoring lists, understanding what people ask AI about their brand/category, or wants to identify AI search opportunities for their product/service.

Build comprehensive GEO performance reports with executive summaries, platform breakdowns, competitive analysis, and strategic action plans. Use whenever the user mentions creating GEO reports, analyzing AI search performance, building performance dashboards, or generating insights from GEO metrics.

Generate complete, validated Schema.org JSON-LD markup for any content type to boost AI citation rates. Creates structured data for Organization, FAQPage, Article, BlogPosting, Product, HowTo, BreadcrumbList, WebSite, VideoObject, and ImageObject schemas. Use whenever the user mentions adding schema markup, generating structured data, creating JSON-LD, implementing Schema.org, optimizing for rich snippets, or wants to improve how AI understands and cites their content. Also trigger for requests about Organization schema, FAQ schema, Article markup, Product schema, or any structured data implementation.

Audit and optimize brand messaging to improve how AI platforms portray your brand. Fix negative AI sentiment signals and strengthen positive brand associations through content optimization. Use whenever the user mentions AI saying negative things about their brand, improving AI brand portrayal, auditing content for sentiment signals, fixing brand perception in AI search, or strengthening brand voice for GEO.

Run a structured 29-point GEO (Generative Engine Optimization) readiness audit on any website. Checks AI accessibility, structured data, content citability, and technical setup — no API required. Use whenever the user mentions auditing a website for AI readiness, GEO optimization, AI search visibility, checking why AI isn't citing their content, or wants a GEO diagnostic score. Also trigger for requests about llms.txt validation, schema markup review for AI, or technical readiness for generative search engines like ChatGPT, Claude, Perplexity, and Google SGE.

Build strategic roadmaps to grow brand's Share of Model (SoM) in AI-generated responses. Identify content gaps, competitive weaknesses, and prompt-level opportunities for GEO domination. Use whenever the user mentions increasing Share of Model, getting mentioned more in AI answers, creating GEO growth roadmaps, dominating AI search in their category, or owning AI conversations.

Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using headers, FAQs, tables, and definition blocks. Use whenever the user mentions reformatting content for AI search, structuring articles for AI citations, converting text to GEO-friendly format, adding FAQs and headers, or making pages AI-readable.

Master GEO content orchestrator that understands user goals and intelligently routes tasks across specialized GEO skills. Automatically selects the right workflow from strategy and audit to content creation, optimization, and human editing. Use as the default starting point for any GEO-related task including creating GEO content, ranking in AI search, auditing content for AI visibility, building GEO strategies, writing AI-citable articles, or when unsure which specific GEO skill to use.