llm-visibility

Open-source AEO/GEO CLI — measure your brand across ChatGPT, Claude, Gemini & Perplexity, audit AI-bot crawlability + authority signals, then export a brand-context you paste into any AI for a personalized 30-mission AEO plan. Zero deps, MIT, local-first. Built by Webappski.

Production-tested Claude Code skills for Peec AI brand-visibility tracking in LLM search (ChatGPT, Perplexity, Gemini, Google AI Overviews). Includes ai-visibility-setup (9-phase project configuration) and peec-content-intel (content gap analysis + brief generation).

MCP server for measuring LLM citation visibility across Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. 12 tools, BYO keys, self-hosted, no telemetry.

Prompt strategies, scoring methods, and LLM optimization techniques to get your business found and recommended by AI tools like ChatGPT, Claude, Gemini, and Grok.

AI Citation Toolkit — 14 MCP tools to audit, score, and rewrite web pages for AI-citation eligibility (AEO/GEO/LLM visibility). Read-only, no API keys, works in any MCP client.

Portable Markdown skill for AI vibe coding with SEO growth: AI SEO, GEO, LLM visibility, content optimisation, programmatic SEO, and citation-ready organic growth.

A shareable Claude plugin bundling three SE Ranking skills: SEO data analysis & reporting, API/MCP docs concierge, and AI-search influencer profile boards.

A Claude Agent Skill that turns anyone's public footprint into one interactive, sourced HTML profile board — identity, contact, expertise, work, highlights, and an optional LLM-visibility read.

Official repository for AIO.CORE: The autonomous protocol for AI Optimization (AIO). Eliminates Semantic Drift and Context Fragmentation in LLMs through high-density vector indexing.

Open Agent Skill (SKILL.md) for GEO / AI visibility content. Create and rebuild web content so ChatGPT, Gemini, Perplexity and AI Overviews extract, cite and mention it. CC BY 4.0, by Eugen Ullrich

Recherche appliquée indépendante : cadre de mesure de la visibilité des entités professionnelles marocaines dans les moteurs génératifs (ChatGPT, Claude, Gemini, Perplexity). Working paper + framework COVE-LLM. DOI: 10.5281/zenodo.20820613

国内 GEO（生成式引擎优化 / Generative Engine Optimization）监测工具清单与免费档对比：透镜GEO（核心监测永久免费）、南云GEO、百原GEO、GEOly，逐家核对免费额度、覆盖引擎与采购风险。19 家厂商逐字段披露率审计——9 个关键字段全行业 0/19 公开（每prompt采样次数、噪声地板、置信区间、席位定价…），标价不可直接比较。覆盖 DeepSeek 豆包 文心一言 通义千问 元宝。pip install geo-monitor-audit 可自行重算。

Best AI optimization tools for visibility (2026): 14 AI search visibility and tracking tools, sorted by measure, optimize, or both.

AI Search Audit - Generate LLM Visibility Reports and measure how well websites can be understood, trusted, and cited by AI search systems.

Audit brand visibility in across the 12 AI-mediated buying surfaces

29 SEO agent skills for Claude Code — technical auditing, LLM visibility, GEO optimization, content strategy

GEO/AEO AI visibility tracker: does ChatGPT/Perplexity/Gemini mention & cite your brand? Visibility score + share-of-voice. (PRIVATE pending review → OSS)

Senior Growth Architect at siamrehab.com. Engineering high-authority intent-based ecosystems for competitive YMYL healthcare niches. Specialized in AI-aligned SEO, international hub deployment (EN, DE, NL, ES, AU) and LLM visibility engineering. Transforming healthcare brands into clinical benchmarks for search engines and AI recommendation agents.

Best tools for tracking LLM visibility (2026): 10 LLM visibility trackers compared as a ladder, from free to enterprise, with what each measures.

How to show up in ChatGPT answers: the retrieval chain that decides who gets named, plus a CSV tracker for visibility over time.