ai-search-optimization

GEO Optimizer, the open-source engine behind GeoReady (geoready.dev): audit whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. CLI, Python, MCP.

A curated guide to Generative Engine Optimization (GEO) resources: guides, tools & research to boost visibility in AI-powered search engines.

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.

Open-source AI visibility, AEO & GEO tracker. Monitor how ChatGPT, Perplexity, Gemini, Claude, and Google AI Overview mention and cite your brand through real product UIs. MIT-licensed and self-hostable.

[ICLR'26] AutoGEO: a Generative Engine Optimization framework to automatically learn generative engine preferences, and rewrite web contents for more traction.

Self-hosted AI visibility tracking (AEO / GEO / LLMO). Track how ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews mention and cite your brand. One Go binary, SQLite, MCP-first, bring your own keys.

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 marketing harness for Claude Code and Codex: skills for SEO, content, email, ads, launches, CRO and AI-search visibility. Run as a service by Talk To Gina.

The first open-source GEO linter. 92 rules for SEO, GEO, and content quality — built for AI agents to run, read, fix, and re-lint automatically.

Open-source AI visibility monitoring and analytics. Track how your brand appears across ChatGPT, Perplexity, Google AI Overviews, and other LLMs. BYOK. Self-hosted. Free alternative to Profound and Peec AI.

29 free GEO/AI-search Agent Skills plus an installable CLI for audits, citability, AI crawlers, prompt packs, owner maps, Claude Code and Codex. MIT.

MCP server for Local Falcon's local SEO and AI visibility platform: geo-grid rank tracking, campaign management, and competitor analysis via Model Context Protocol

Use Sleepwalker to access AI visibility data (prompts, answers, citations) and Content Intelligence insights (trends, opportunities). Available via MCP, API, CLI and Sleepwalker App.

[DEPRECATED - use @houtini/seo-audit-console] GEO analysis MCP server, now consolidated into SEO Audit Console: https://github.com/houtini-ai/seo-audit

Most AI-visibility tools tell you if you're cited. This one tells you which buyer queries you can actually win, where competitors own the citation, and what content to ship next. Open-source CLI, runs on your API keys.

AI-powered SEO auditing tool for 2025 GEO/AEO optimization

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

Analyzes digital content for AI search engine citation visibility, factual definitions, and structured metrics

Analyzes digital content for AI search engine citation visibility, factual definitions, and structured metrics

answerworthy.md is the open standard for making businesses understandable, verifiable and recommendable by AI