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.

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

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

GetCito the World's First & Only Open Source AI Search Optimization (AIO) / Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) Tool

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.

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

Open-source AI CMO for Claude Code: marketing agent skills for SEO, content, email, ads, launches, CRO, AEO/GEO, and AI-search visibility.

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.

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.

Free Claude/Cursor/Codex skill that scores how AI search engines describe your brand vs competitors. Built by GenPicked.

Open resources, schema examples and documentation for AI Search Optimization (AISO) and AI citation strategies.

SEO.md CLI

CLI tool to audit and fix SEO and AI discoverability issues in React and Vite apps.

Open-source Codex skill for AI search optimization, crawler readiness, llms.txt, and GEO/AEO implementation workflows.

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

Comparative analysis of sentence embedding models as low-cost proxies for Google LaBSE in Semantic SEO, AI Search, content relevance, link relevance and topical authority scoring. The coding stack for the analysis is stored here.

GEO SEO agent skill for AI search optimization, answer engine optimization, AI search visibility, technical SEO, structured data, citations, and AI crawler access.

Comprehensive SEO, AEO & GEO optimization skill for AI agents. Technical audits, content gap analysis, AI search visibility (ChatGPT, Perplexity, Google AI Overviews), and featured snippet optimization. Industry-agnostic, data-first methodology.