I Audited a Business's AI Visibility Across Four Platforms. The Results Were Worse Than Expected.

This article describes an AI visibility audit conducted for a business across platforms like ChatGPT, Claude, Gemini, and Perplexity, revealing that traditional SEO optimization for Google is insufficient. The audit tested how AI models represent a business through both general category and specific brand queries, indicating a significant gap in current optimization strategies for AI platforms.