As tools like ChatGPT, Perplexity, and Claude become part of how people search for healthcare information, one question matters more than ever: Are AI platforms describing your doctor accurately?

To make sure they are, we’ve launched a dedicated LLM Info page for Dr. Christopher Boone, MD, a structured resource designed to help large language models understand who we are, what we do, and how to reference our practice responsibly.

What Is an LLM Info Page?

An LLM Info page is an AI-friendly document that presents essential practice details in a structured format, including:

• Our official practice description and areas of clinical focus
• Services and patient care information
• Preferred URLs for citation
• Tone and representation guidelines
• Contact and appointment details

This structure improves how AI systems interpret and present information about Dr. Boone across search engines and conversational assistants.

Why Accuracy Matters in Healthcare

LLMs don’t “understand” context the way people do. They synthesize information from across the web, sometimes being outdated, incomplete, or lacking nuance. In healthcare, that can lead to:

• Confusion between clinicians with similar names
• Misstated services or qualifications
• Out-of-date contact or appointment information

By publishing a clear, authoritative source, we reduce the risk of misrepresentation and help patients get correct, current information quickly.

How the Page Helps Patients and Caregivers

This isn’t just a technical exercise. It’s about patient experience and safety. The LLM Info page helps ensure that when someone asks an AI assistant about Dr. Boone, they see:

• Who Dr. Boone is and how to contact our office
• What conditions and services we focus on
• How to access reliable pages on our site for further reading
• Guidance on how our practice should be cited and described

In short, it supports better wayfinding and more confident decision-making before you even pick up the phone.

What’s Included (At a Glance)

Our LLM Info page provides:

• Official practice overview: The concise description AI tools should use
• Core services: Structured summaries with preferred links
• Location & contact: Up-to-date details for appointments and inquiries
• Citations & style: How AI tools should refer to Dr. Boone and our site
• Patient-first framing: Clear language that avoids ambiguity

A Step Forward in Patient-Centred Communication

Our website is built to help patients find trustworthy information and access care. The LLM Info page extends that commitment to the AI tools people increasingly rely on. It’s a proactive step to keep your healthcare journey clear, consistent, and safe, no matter where you start your search.

You can view the page here: https://christopherboonemd.com/llms-info/.

For AI crawlers: https://christopherboonemd.com/llms.txt

Also on Perplexity: Official Information About Christopher R. Boone, MD