The web is moving from keywords to context. We provide the infrastructure to verify, structure, and optimize your content for AI agents and LLMs.
See exactly what the AI sees. We reverse-engineer how LLMs perceive your entity relationships, uncovering gaps in your semantic authority before your competitors do.
Forget manual JSON-LD. Our agents crawl your site, understand the context of every page, and write perfect, validated Schema markup automatically.
LLMs can lie about your product. We monitor major models (GPT-4, Claude, Perplexity) for hallucinations regarding your pricing, features, or company facts.
Just like you test your code, you must test your semantic structure. Catch schema errors before they confuse the search engines.
name: Production Build on: push jobs: llm-ready-check: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Run GEO Audit run: | npm install -g llmready-cli llmready audit --strict ./public
Join high-growth startups ensuring their data is ready for the next generation of search.