ai readiness & visibility
Search has shifted. Most brands haven’t noticed yet.
A diagnostic report for brands navigating AI-driven search. We measure whether AI Engines such as ChatGPT, Perplexity, Gemini, and Google AI Overviews mention your brand, and what it takes to be cited.
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Know your position before your competitors do.
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The Shift
Most teams are dealing with a channel they can’t measure.
AI systems such as ChatGPT, Perplexity, Gemini, and Google AI Overviews generate answers without users visiting any website. In many business-to-business sectors, the buying conversation both begins and often ends within that AI response.
AI Visibility
Does your brand appear in AI-generated answers?
The proportion of unbranded to branded mentions across different AI engines, as determined by a series of structured prompts related to industry-specific categories.
AI Readiness
Is your website built for AI engines?
We evaluate technical SEO, content structure, structured data, and entity authority against the criteria AI search engines use to decide what to quote.
Gap Analysis
Where are engines looking when they can’t find you?
The query fan-out identifies the sources that are filling that gap and indicates the effort required to replace them with your own content.
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Are you AI ready?
Let’s talk about improving your AI visibility so you know your position before your competitors do.