llm-seo

Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.

GetCito the World's First Open Source AI Search Optimization (AIO) / Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) and AI Visibility Tracking Tool.

SEOBuild Onpage - The first AI agent that writes pages Google ranks AND LLMs cite. One command in, ranking page out. Built on DeerFlow, powered by 2026 SEO + GEO strategies tested / working. Forensic competitive analysis, 500-token chunk architecture, entity consensus, verification tags. BYOK GSC, DataforSEO. Works w/ OpenClaw, Claude Code, Codex

Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.

Open-source GEO / AEO skill for AI visibility readiness: check robots.txt, llms.txt, schema, citation signals, competitor gaps, and buyer prompts

How do I check brand visibility in AI? open-geo measures whether your brand shows up in ChatGPT, Google AI Overview, Claude, Gemini, Yandex Alice, DeepSeek and Perplexity by reading the rendered answer a logged-in user actually sees, not the engine API.

SEO & GEO skills for Claude Code, built with Claude Mythos 5. Rank in Google AND in LLMs (ChatGPT, Perplexity, Gemini): technical audits, backlinks, AI-optimized content, local SEO, and social amplification.

AI-visibility engineering, the open way — a Claude Code GEO/AI-search audit suite, two original tools (agent-readiness-scan + audit-report-kit), and the THL method that ties them together.

SEO & AEO skill pack for OpenClaw — diagnose website health, mine long-tail questions from Reddit/Quora, track keyword rankings & competitor content, and generate monthly reports with AI-ready recommendations.

🎨 A design skill for AI coding agents (Claude Code, Manus, Cursor) that forces research, debate, and justification before code. Kills the "AI look". 21 guides · 500 curated references · React templates.

Find out if ChatGPT, Perplexity, and Google AI recommend your brand — in 60 seconds.

geo/aeo audit CLI. score how easily claude, chatGPT, perplexity, and gemini can find, understand, and cite your site.

Curated generative engine optimization resources for AI search and answer visibility

Free and open-source tooling for Generative Engine Optimization (GEO) — audit, llms.txt, AI-crawler access, visibility monitoring. Every entry OSI-licensed and self-hostable.

Free Windows app to track your brand in ChatGPT, Gemini, Claude, Grok, Google AI, Perplexity — AI Share of Voice, rank tracking, competitor detection, Google Sheets sync. Download the latest release here.

Official documentation, crawler user agents, specifications, research, and tools for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO).

The official edge-compute middleware for LLM ingestion and GEO (Generative Engine Optimization). Intercepts AI crawlers like SearchGPT, PerplexityBot, and ClaudeBot to deliver structured semantic payloads. Powered by SynSwarm, enterprise SLA by SwarmGeo.

Agent-ready GEO + SEO tracker — an MCP server your agent uses to schedule prompts across ChatGPT, Gemini, Perplexity, Grok, Copilot, Google AI Mode, Search and News, and store every answer in your own Postgres. No dashboard. Powered by the cloro API.

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。

Every question worth asking deserves a real answer — reproducible, traceable, peer-reviewable technical research.