The problem this solves
AI-assisted research creates an invisible part of the buyer journey. A buyer can ask ChatGPT, Perplexity, Google AI, or another AI tool who to consider in your category without ever visiting your site. If you do not appear, or if the answer describes you inaccurately, there is usually no analytics event to show what happened. The diagnostic is built to make that hidden layer visible.
What the diagnostic assesses
The score is not a generic SEO score. It looks at the conditions that help AI tools identify your company, understand what you do, connect you to the right buying questions, and trust the signals around your business enough to include you in a recommendation.
D01
AI Discoverability
Whether AI tools surface your company when buyers ask for providers, examples, options, or recommendations in your category.
D02
Accuracy of Description
Whether AI tools describe your positioning, target customer, service category, and offer in a way a buyer would recognise as accurate.
D03
Category Presence
Whether your company appears in AI-generated shortlists and comparisons when buyers move from broad research to provider evaluation.
D04
Authority Signals
Whether AI tools can find credible external signals around your company, including citations, third-party mentions, thought leadership, and professional profiles.
D05
Structural Legibility
Whether your website and content are structured clearly enough for AI tools to parse, summarise, and reference without distorting the offer.
If the score is strong
Your company is easier for AI tools to identify, explain, and recommend. Buyers are more likely to see an accurate description of your offer, and AI-generated shortlists are more likely to include you when the prompt matches your category.
If the score is weak
The issue is usually structural. AI tools may not associate your company with the right category, may describe you using outdated or incomplete information, or may lack enough external evidence to recommend you confidently.
Free diagnostic
See where your AI visibility is strong, weak, or inaccurate.
Ten minutes. Immediate results. No sales call required.
Start the Diagnostic →