Generative Engine Optimization Python Packages

geo-optimizer-skill

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.

sitepulsar-mcp

Hosted MCP server for SitePulsar — Agent Experience Optimization (AEO) tools that measure and improve how findable, readable, and usable any website is to AI answer engines and autonomous AI agents.

llmstxt-generator

Build a high-quality llms.txt for any website. Model-agnostic, SSRF-safe, no hallucinated URLs. Built by Trakkr.

geo-audit

GEO audit CLI — score any URL for LLM visibility in 5 seconds. Zero dependencies, pure Python stdlib.

pythia-geo

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

aio-surfaces

Generate llms.txt, aeo.json, entity.json, and brand.json from a single site config — AI citation engineering for static + dynamic sites.

georankpy

Developer-first GEO (Generative Engine Optimization) toolkit — make your website visible to AI systems like ChatGPT, Claude, Gemini, and Perplexity.

gembench

First comprehensive 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.

opengtm

AI-powered GTM automation: lead generation, ICP scoring, AEO health check, content pipeline. Built for Claude Code.

xeolint

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