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

[ICLR'26] AutoGEO: a 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

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

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.

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

A search multiplexer that routes queries across multiple search providers with tiered fallback, rate limit tracking, and circuit breaking. Built for OpenFaaS deployment.

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

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.

Portfolio Site

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

Company page for Learn With Andi. A career coaching platform based in Indonesia for professional job seekers.

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.