{"id":14235,"date":"2026-06-16T00:00:00","date_gmt":"2026-06-16T00:00:00","guid":{"rendered":"https:\/\/wellows.com\/?p=14235"},"modified":"2026-07-27T17:04:12","modified_gmt":"2026-07-27T17:04:12","slug":"audit-brand-visibility-on-llms","status":"publish","type":"post","link":"https:\/\/wellows.com\/blog\/audit-brand-visibility-on-llms\/","title":{"rendered":"Brand Visibility in LLMs: How to Audit & Improve It (2026)"},"content":{"rendered":"
Share with AI<\/div>
\n <\/path><\/path><\/path><\/path><\/svg><\/span>\n Google AI<\/span>\n <\/a>\n <\/path><\/svg><\/span>\n ChatGPT<\/span>\n <\/a>\n <\/path><\/circle><\/svg><\/span>\n Perplexity<\/span>\n <\/a>\n <\/path><\/svg><\/span>\n Grok<\/span>\n <\/a>\n <\/path><\/svg><\/span>\n Claude<\/span>\n <\/a><\/div><\/div>\n
<\/path><\/svg><\/span>Quick Answer<\/span>

Brand visibility in LLMs is how often, how accurately, and how prominently AI systems like ChatGPT, Gemini, and Perplexity mention a brand in their answers. Unlike traditional SEO, success is measured through citations, mentions, sentiment, and share of voice, not rankings. Because the sources AI cites change ~65% every two weeks, auditing must be continuous.<\/p><\/div>\n

When was the last time you asked ChatGPT, Gemini, or Perplexity about a brand, maybe even your own? The way these models describe your company now shapes how customers, investors, and competitors perceive you, often before anyone visits your site, and most brands have no idea what that description says.<\/p>\n

The numbers explain why that blind spot is expensive. In Wellows\u2019 analysis of 11.1 million AI citations<\/strong>, only 6.8% of cited sources carry any brand mention<\/strong>, and two-thirds of answers name no brand at all. The sources an engine cites also churn ~65% in two weeks<\/strong>.<\/p>\n

AI assistants are now part of how people research purchases, with a Salesforce survey<\/a> finding a majority consult them before buying. Being absent or misdescribed has a direct cost, which is why a one-time check isn\u2019t enough and a real audit is.<\/p>\n

This guide explains what brand visibility in LLMs is, what influences it, how to audit it, and how to improve it, using data from 11.1 million AI citations.<\/p>\n

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TL;DR \u2014 Brand Visibility in LLMs<\/strong>\n