Hey Product Hunt community! 👋 Search has fundamentally changed over the past 12 months. With Google AI Overviews, OpenAI Search (ChatGPT), Perplexity, and Claude, users are receiving synthesized answers rather than clicking blue links. The problem? Most tools in this space charge $300 to $1,000 every single month just to tell you whether you are being cited—without ever fixing the underlying technical code. We built Cernitur to solve the actual root infrastructure: Zero-Dependency Open-Source Linters: Inspect robots.txt AI bots, /llms.txt manifests, and SSR payload density instantly (npx @cernitur/aeo-lint and pip install cernitur-lint). Machine-Readable Standard: Implementing the open /llms.txt and /llms-full.txt specifications for LLM chunk ingestion. 5-Dimension Entity Graph: Linking corporate nodes (Wikidata, Crunchbase, registries) directly into Schema.org @graph architectures. Zero Subscriptions: Fixed, one-time architecture deployments with zero recurring monthly retainers. You can run the free scanner right now or test your domain with our CLI. We would love to hear your feedback, thoughts on AEO standards, and questions from the community! 🚀

Cernitur AEO & GEO Architecture Suite

Deterministic Answer Engine Optimization (AEO) platform

Deterministic Answer Engine Optimization (AEO) platform