Illusion

Illusion offers critical insights into how major language models reference your product. This platform helps businesses understand their visibility and sentiment in popular conversational search engines. Key features include: • Multi-platform query monitoring across leading models • Detailed mention analytics: rank, sentiment, and competitor comparisons • Tracking of Google Overview box citations • Actionable diagnosis and prioritized improvement plans The service works by querying conversational search platforms with category-specific questions your customers are likely to ask. It then analyzes the responses to identify whether your product is mentioned, its ranking, and the overall sentiment. This provides a clear picture of your product's standing against competitors and highlights areas for improvement in your online presence. Beyond just mentions, Illusion also tracks essential data like what competitors these platforms recommend instead of your product, allowing you to identify critical messaging gaps. Each scan generates a comprehensive diagnosis of your visibility, including strengths, gaps, and a prioritized list of exact actions to enhance your product's discoverability. It also offers bot traffic analysis by connecting your CDN, revealing how conversational search crawlers interact with your site, which pages they read, and their visit frequency—data often missed by standard analytics. This tool is ideal for product managers, marketing teams, and growth leaders focused on optimizing their product's discoverability in the evolving landscape of conversational search. It ensures businesses can proactively manage their digital presence and messaging to influence recommendations.