LLM Ready is a diagnostic tool that estimates how consistently AI systems can understand and describe a product based on public information.
It does not track live AI responses, rankings, or prompts. It focuses on structural clarity, reference sources, documentation, community discussions, and educational content.
I built this after seeing many early products misrepresented by AI due to missing or fragmented explanations.
Feedback is very welcome.
sleewoo•1mo ago
but seems you have to work on llmready.site for a higher score :)
LLM Readiness Score 33 / 100
Content Clarity 25%
Your value proposition could be clearer for AI systems.
Answer Readiness 30%
Adding FAQ-style content would improve AI understanding.
Entity & Trust 0%
Your brand authority signals are limited.
Technical Accessibility 40%
Technical improvements would help AI access your site.
Visibility 50%
This reflects baseline public web visibility.
Community Visibility 40% Limited community-level visibility signals found. Hacker News 50% No strong Hacker News presence detected.