Show HN: You need this for tracking AI search visibility (www.genrankengine.com)

A new tool has been announced to help SaaS companies track their visibility in AI-driven search environments, where 62% of buyers now turn to AI for product recommendations. This tool conducts over 5,000 scans using generative engines like ChatGPT and Gemini to identify which competitors are ranking higher and what content is diverting traffic away. It offers a detailed audit that reveals critical insights into visibility issues and provides actionable strategies for improvement, such as optimizing HTML structures, injecting context-priming scripts, and targeting specific buyer-intent queries. This development is significant for the AI/ML community as it highlights the transition from traditional information retrieval methods, like those used by Google, to probabilistic inference models seen in LLMs. Understanding the differences in retrieval logic and ranking functions is essential for companies to enhance their AI visibility. The tool not only aids in recognizing competitors that AI suggests over them but also provides engineering-ready code and resources, empowering organizations to effectively reclaim their market presence and stay competitive in an evolving digital landscape.