open source ai visibility tracking
The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow.
Safe-by-default Python CLI and MCP server that generates, checks, and updates AGENTS.md / RUNBOOK.md and AI-ready docs (docs/ai, packs, OKF) for AI coding agents, with marker-based patches, diff-first workflow, conservative repo autodetect, and optional LLM-enhanced context.
Community-built MCP server for the Peec.ai API — track brand visibility, sentiment, and citations across ChatGPT, Perplexity, and other AI models. 38 tools for analytics reports, domain analysis, chat inspection, source content, and full CRUD operations.
Open-source Codex skill for AI search optimization, crawler readiness, llms.txt, and GEO/AEO implementation workflows.
🤖 Generate secure, automated repo documentation and pull request checks with a safe-by-default toolchain for coding agents.
Official repository for AIO.CORE: The autonomous protocol for AI Optimization (AIO). Eliminates Semantic Drift and Context Fragmentation in LLMs through high-density vector indexing.
A lightweight, no-nonsense browser extension that instantly audits any webpage for GEO and SEO basics
Privacy-first Chrome extension that scores SEO, GEO, LLMO, AEO, and CWV, then provides AI-friendly optimization tips for faster coding workflows.
AI-native SEO toolkit for the LLMO era
WordPress plugin implementing the "LLM-native subdomain" pattern by Tsuyoshi Kashiwazaki. Serves a Markdown parallel version of your site on a dedicated subdomain (e.g. md.example.com) for AI crawlers (ChatGPT/Claude/Perplexity/Gemini) with inline Schema.org notation. No changes to the main site.
Curated resources for making websites discoverable in AI-generated answers — also known as GEO, AEO, LLMO, or LLM SEO.
Comprehensive analysis of 23,936 Perplexity citations revealing how AI search engines evaluate authority. Dataset includes 6,606 domains across 23 verticals showing YouTube's 3.3x dominance and why position #1 no longer matters in AI search.
A minimal WordPress base theme optimized for media sites with built-in SEO and LLMO support, designed for plugin-based extensibility.
An OSS CLI that audits whether a webpage is understandable, citable, and truthful to AI answer engines (AEO/GEO/LLMO).
Claude Agent Skill: build programmatic SEO (pSEO) page systems that survive Google's 2026 quality bar AND get cited by AI search engines (GEO/AEO/LLMO).
A Claude skill for researched, E-E-A-T-compliant, human-reading articles and platform-native social posts (LinkedIn, X, Reddit, Product Hunt) with anti-AI-slop style enforcement and YMYL compliance handling.
A digital marketing and automation agency specializing in LLM optimization, and workflow automations..
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