Architecting Authority
AI responses vary every run. This diagnostic scores the signals underneath. The ones you can actually change to influence what ChatGPT, Perplexity, and Gemini say about your brand.
Signal strength across 8 AI visibility factors
Projection based on fixing your 3 lowest-scoring signals. This reflects your diagnostic score, not a guarantee of AI visibility outcomes. AI responses vary with every query.
Based on your 3 weakest signals. Work through these in order.
AI visibility compounds. Reassess every 90 days as you publish and earn coverage.
Buyers are changing how they research. Before they visit a website or speak to a salesperson, many now open ChatGPT or Perplexity and ask: "What are the best [your category] companies?" If your brand does not appear in those answers, you are invisible at the very top of the purchase funnel.
AI brand visibility is determined by the signals that large language models and retrieval-augmented search tools use to decide which brands to mention. These include third-party coverage, E-E-A-T credentials, branded search volume, structured content, and directory presence. Unlike paid ads, these signals cannot be bought. They have to be earned.
This diagnostic scores your brand across the eight factors that most strongly correlate with consistent AI mentions, based on current research into how models like ChatGPT, Perplexity, and Gemini select sources. AI responses are non-deterministic. The same query returns different results every run. This tool scores the signals underneath, which you can actually improve.
You are not mentioned when buyers ask AI about your category.
Typical: no structured content, minimal third-party coverage, no branded search.
You appear sometimes but are not a consistent or prominent answer.
Typical: some coverage and content but no systematic AI-optimisation strategy.
AI tools recognise you as a relevant, credible voice in your space.
Typical: strong E-E-A-T, consistent coverage, structured content, growing branded search.
After building AI visibility infrastructure for service firms, the pattern is consistent. Brands that show up in ChatGPT answers are not the ones with the biggest ad budgets. They are the ones with the deepest content clusters, the clearest expert attribution, and the most third-party citations. When we audited a professional services firm scoring below 30 on this diagnostic, the primary blocker was zero structured FAQ content and no named authors on any page. Six weeks after fixing those two things, they began appearing in Perplexity answers for their core category. Within 90 days, two inbound leads cited AI search as how they found the firm.
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