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AI-Friendliness Audit

Discover whether your expert profile meets the structured content standards that AI systems favor

✨ V3: AI Content Architecture

Free Audit

Get your AI readiness report in 60 seconds — a structured checklist of the technical signals that affect AI discoverability.

We'll send you a summary report and top improvement opportunities.

Analyzing your website...

✨ What's New in V3: Our updated methodology focuses on AI content architecture — the structural content signals that AI retrieval systems are designed to favor. Learn more in our V3 FAQ.

What We Test (V3):

✓ AI Standards (20%) — Does your site follow AI indexing protocols?
✓ AI Content Architecture (35%) — Is your content structured for AI retrieval and citation?
✓ Entity Clarity (30%) — Is your identity clearly marked for AI?
✓ Readability (15%) — Is your content optimized for AI processing?
💡 Why the New Methodology?

AI-powered legal research tools don't just read your site — they parse it for structured signals that determine whether your expertise gets surfaced. V3 measures whether your site meets those content architecture standards.

Ready to Improve?

Once you see your V3 score, most experts want quick wins. We have a roadmap showing exactly which fixes improve your score the most.

Book a Demo