limelit-co/open

Open-source AI visibility, AEO & GEO tracker. Monitor how ChatGPT, Perplexity, Gemini, Claude, and Google AI Overview mention and cite your brand through real product UIs. MIT-licensed and self-hostable.

GetCito the World's First Open Source AI Search Optimization (AIO) / Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) and AI Visibility Tracking Tool.

Open-source Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) platform. Track how ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, and Google AI Overviews mention and cite your brand in AI search. MIT-licensed, self-hostable, every metric auditable in code.

Open-source, local-first AI visibility intelligence dashboard. Track your brand across 6 AI models.

Open-source AI brand visibility and competitor reports. Official website: https://niubigeo.ai/ | Paid services: AI testing by real people and GEO optimization. Pricing: https://niubigeo.ai/pricing

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.

Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

Open-source end-to-end GEO implementation: status analysis, diagnosis, strategy, tickets, execution, verification