Make reputation visible through evidence
Make your reputation visible by showing what customers experience, what outcomes your business delivers and where that experience is recorded. A specific, credible point of view needs support beyond your own marketing claims. Reviews, analyst reports, ratings and forum commentary can contribute to how AI systems represent and recommend a brand.
Start with two questions: what is the business known for, and where is that reputation recorded? Connect your positioning to tangible accounts of customer experience, and explain their relevance to the problems buyers are trying to solve. Differentiation should rest on experience and outcomes, not just recognition.
A 2025 Ahrefs analysis of brands with Domain Rating above 40 and a highest-volume keyword receiving at least 800 monthly searches found branded web mentions had Spearman correlations of 0.709 with AI Mode visibility, 0.664 with ChatGPT visibility and 0.656 with AI Overview visibility.
Sources: The Prompt: Being known is no longer enough in an AI world