What Is an LLM Audit?
An LLM audit analyzes how large language models like ChatGPT, Claude and Perplexity extract, understand and cite your content. It's not traditional SEO — it's how AI systems read your website.
How It Works
We feed your content to major LLMs and analyze their responses. How accurately do they extract your information? Can they cite you? Do they understand your nuances?
What You Get
An AI readiness score (0-100), detailed breakdown by platform, content extraction analysis, missing schema markup, and a prioritised list of fixes to improve AI citations.
Why It Matters
ChatGPT, Claude and Perplexity generate answers that cite sources. Getting cited in AI-generated answers drives significant referral traffic and builds authority with AI systems.
Timeline
We complete your audit within 48 hours. You receive a detailed report with a conversation call to discuss findings and next steps for optimization.
How AI Systems Read Different Than Google
Traditional search engines and AI systems interpret content in fundamentally different ways. Your page might rank well on Google but be invisible to ChatGPT.
- Keywords in title and headings
- Backlink profile and domain authority
- Page speed and mobile usability
- Visible text content
- Structured data (schema markup)
- Entity relationships and context
- Factual accuracy and consistency
- Semantic meaning, not just keywords
A page optimized for Google's keyword-crawling algorithm may completely fail with AI systems that rely on semantic understanding, schema markup, and factual consistency. An LLM audit reveals exactly which of these AI-specific signals are missing from your content — and how to fix them before your competitors do.
What the Audit Covers
A complete analysis of how major AI systems understand and extract your content.
Platform-Specific Analysis
How ChatGPT, Claude, Perplexity and Google AI Overviews each see your content
Content Extraction
Which content gets extracted accurately, which gets misunderstood, where AI fails
Structure & Schema
Missing schema markup, incorrect implementation, and improvements needed
AI Readiness Score
0-100 score showing your overall optimization for AI systems
Citation Potential
How likely each LLM is to cite your content in AI-generated answers
Recommendations
Prioritised action plan to improve your AI visibility and citations
How It Works
Request Audit
You submit your website URL
Analysis
We test your content with major LLMs
Score & Report
You receive AI readiness score within 48h
Consultation
We discuss findings and next steps
LLM Audit vs Traditional SEO Audit
Traditional SEO Audit
- ✓Optimizes for Google's ranking algorithm
- ✓Focuses on keywords and backlinks
- ✓Measures success by SERP position
- ✓Uses Search Console and rank trackers
- ✓Citation by websites only
LLM Audit (What We Do)
- ✓Optimizes for how AI systems cite you
- ✓Focuses on content extraction and context
- ✓Measures success by AI citations
- ✓Analyzes ChatGPT, Claude, Perplexity
- ✓Citation in AI-generated answers
What You'll Learn
AI Readiness Score
Your current optimization level for AI systems
Platform Breakdown
Detailed scores for ChatGPT, Claude, Perplexity, and others
Actionable Fixes
Prioritised list of improvements ranked by impact
Frequently Asked Questions
Get Your Free LLM Audit Today
See your AI readiness score. Discover how ChatGPT, Claude and Perplexity see your content. Get actionable recommendations to improve AI visibility.
No credit card required. Results in 48 hours.