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.

Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.

Trustworthy AI Knowledge Workbench — Verifiable RAG with citation tracking, document-grounded review, and self-contained desktop mode. Windows / macOS / Linux / Android / iOS.

Google AI Mode Scraper API for extracting AI-generated answers, citations, sources, and localized search results as structured JSON for GEO, AI visibility monitoring, SEO analytics, and competitive intelligence.

Claude Cowork Plugin: GEO / AI Visibility — 5-layer GEO Stack scoring, 30-check citation protocol, crawl parity, AI crawler classification, schema optimization

Open methodology tooling for the Marin T. Kael Research Programme — KI-Zitations-Feldlabor (AI Citation Behavior Lab). Public companion to https://marin-t-kael.de/research.

中文 AI 引擎品牌可见性监测 · 双模式提及率 · 配置化品牌词

A governance framework for Retrieval-Augmented Generation (RAG) systems in regulated industries. Provides citation tracking, audit trails, human-in-the-loop validation, and compliance patterns.

OpenEMR + an AI clinical co-pilot sidecar: LangGraph supervisor over FHIR and external RAG (FDA/PubMed), Claude-VLM document ingestion, [N] citation enforcement with PDF bbox overlays, SSE-streamed chat, LangSmith tracing, and a 58-case boolean-rubric eval gate enforced on master.

Enterprise-grade Retrieval Augmented Generation (RAG) demo on Azure

Measure how often LLM answer engines (Perplexity, ChatGPT, Claude, Gemini) cite your URLs. SQLite ledger, OpenRouter-backed, append-only.

Document schema extraction framework for regulated industries. Parse complex documents into versioned, comparable structured data with citation tracking and audit trails.

ChatGPT Scraper API: send prompts to ChatGPT and extract full answers, citations, web-search sources, and structured metadata as JSON for GEO, AI visibility, SEO analytics, and competitive intelligence.

Comparison of the best generative engine optimization tools for 2026

Desktop app to track Google Scholar citation metrics, h-index, and publication trends. Runs locally to avoid IP blocking.

Daily citation tracker for ChatGPT, Claude, and Perplexity. Surgio Research Desk.

Best AEO tracking tools and answer engine optimization tools. Compare AEO tools that measure brand citations in ChatGPT, Gemini, Perplexity, and AI Overviews, with pricing and engine coverage. Includes AI tools for SEO and AEO.

AI-Powered Citation Monitoring & Content Authority

Best Claude SEO tracking tools. Compare each AI tracking tool by Claude and multi-LLM coverage, pricing, and features. Find the best Claude rank tracking tool and the right LLM tracking tool for brand visibility in AI answers.