Free LLM Readiness Checker

Optimize your content for the age of Answer Engines.

LLM "Answer Engine" Readiness Checker

See how likely your content is to be cited by AI models like ChatGPT and Gemini.

What is "LLM Readiness" and Why Does It Matter?

Search is changing. Users are increasingly turning to AI-powered "Answer Engines" like ChatGPT, Perplexity, and Google's Gemini for direct answers instead of browsing a list of links. This shift demands a new kind of optimization: Answer Engine Optimization (AEO) or "LLM Optimization."

Our LLM Readiness Checker analyzes your content to see if it's structured in a way that AI models can easily ingest, understand, and cite. A high "readiness score" means your content is a prime candidate to be the source of truth for AI-generated answers.

How AI Models "Read" Content

Unlike traditional search engines that rely heavily on backlinks and keywords, LLMs prioritize:

  • Information Density: Concise, factual statements without fluff.
  • Clear Structure: Logical hierarchy (H1, H2, H3) that mirrors a Q&A format.
  • Semantic Clarity: Unambiguous language and entity relationships (e.g., using Schema markup).
  • Direct Answers: Placing the answer immediately after the question (the "Inverted Pyramid" style).

Actionable Steps to Improve Your AEO Score

Based on your analysis, you can optimize your content for AI citation:

  1. Answer the User Directly: If the heading is "What is X?", the very next sentence should define X.
  2. Use Lists and Tables: LLMs love structured data. Convert paragraphs into bullet points or tables wherever possible.
  3. Implement Schema Markup: Use JSON-LD to explicitly tell search engines what your content is about (e.g., FAQPage, Article, HowTo).
  4. Build Authority: While structure matters, LLMs are biased towards trusted, authoritative domains. Focus on E-E-A-T signals.

Future-Proof Your SEO Strategy

Optimizing for LLMs isn't just about AI—it improves the user experience for humans too. Clear, concise, and well-structured content wins everywhere. Use this tool to stay ahead of the curve and ensure your brand remains visible in the AI-driven future of search.

Frequently Asked Questions

What is LLM Readiness?

It measures how easily Large Language Models (like ChatGPT, Gemini) can parse, understand, and cite your content as an authoritative answer.

How do I improve my score?

Use clear H2/H3 headings, provide direct answers immediately after questions, use schema markup, and list structures.

Does this guarantee citation?

No, but it significantly increases the probability by aligning your content structure with how LLMs retrieve information.