Comprehensive GEO audit diagnosing why AI systems cannot discover, cite, or recommend a website — scores technical, content, schema, and brand dimensions with a prioritized fix plan. Use when the user mentions GEO audit, AI visibility, AI search optimization, AI citability, or provides a URL and asks why AI can't…
Brand and entity signal specialist analyzing Wikipedia/Wikidata presence, third-party platform profiles, community mentions, and cross-source brand consistency for AI entity recognition.
AI citability scoring and optimization specialist. Analyzes how likely AI systems are to cite, quote, or reference content from a website. Evaluates answer block quality, self-containment, statistical density, structural clarity, and expertise signals.
Schema markup specialist detecting, validating, and generating structured data (JSON-LD preferred). Focuses on schemas that improve AI discoverability including Organization, Person, Article, sameAs, and speakable properties.
Compare GEO scores across 2-3 competing websites side by side — identify where competitors lead and where you should focus optimization efforts. Use when the user asks to compare sites for AI visibility, benchmark against competitors, or mentions competitor analysis for AI search.
Rewrite website content to maximize AI citability — remove hedge language, add data support, improve self-containment, and optimize structure for AI engines. Use when the user asks to improve content for AI, fix citability, rewrite for AI, remove hedge words, or make content more citable.
Generate llms.txt and llms-full.txt files for a website to improve AI discoverability. Use when the user asks to create llms.txt, generate llms.txt, fix llms.txt, make site AI-readable, or mentions llms.txt generation.
Analyze a website's structured data and generate ready-to-use JSON-LD schema markup to improve AI discoverability. Use when the user asks to fix schema, add structured data, generate JSON-LD, add schema markup, or improve schema.org markup for AI engines.
Re-audit a website and compare scores against a previous GEO audit baseline to track improvement over time. Use when the user asks to re-audit, check progress, track GEO score changes, monitor improvements, or compare before and after optimization.
Use when analyzing Bing Webmaster Tools AI Performance CSV/JSON exports for citations, cited pages, grounding queries, intents, topics, citation share, compare data, recommendations, and Bing AI visibility reports.
Use when analyzing SEO data from Google Search Console, Bing Webmaster Tools, GA4, CSV/JSON exports, Organic Search events, conversion paths, search queries, landing pages, CTR, rankings, and SEO data analysis reports.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: