Generative Engine Optimization Python Packages

geo-optimizer-skill

GEO (Generative Engine Optimization) toolkit — audit, optimize, and make websites visible to AI search engines (ChatGPT, Perplexity, Claude, Gemini). Based on Princeton KDD 2024 research.

pythia-geo

The oracle that tells you how AIs see your site — GEO/AEO audit CLI for Python

georankpy

Open-source GEO toolkit for AI visibility, semantic optimization, llms.txt generation, and LLM discoverability.

opengtm

Open source alternative to Clay, Apollo, Semrush. AI lead generation, ICP scoring, AEO health check, outreach automation. Free with Gemini API.

gembench

First complete benchmark for Generative Engine Marketing (GEM), an emerging field that focuses on monetizing generative AI by seamlessly integrating advertisements into Large Language Model (LLM) responses. Our work addresses the core problem of ad-injected response (AIR) generation and provides a framework for its evaluation.

xeolint

A GEO and SEO linter and autofixer for Next.js applications