Grow With Less

Lorelight was a generative engine optimization (GEO) platform designed to help businesses track and improve their visibility in AI search engines like ChatGPT, Claude, and Perplexity. The tool monitored brand mentions across these platforms, analyzed what drove citations in AI-generated answers, and provided insights into competitor visibility. It worked by scanning AI search results to identify patterns and provide data-driven feedback on how brands were being represented in the evolving landscape of AI-powered search.

What made Lorelight stand out was its focus on the emerging field of GEO—a specialized approach to optimizing for AI search engines rather than traditional search. The platform offered concrete tracking capabilities that showed exactly when and how brands appeared in AI responses, providing a window into this new search paradigm. However, the founder discovered through customer usage that the insights ultimately pointed back to fundamental marketing principles rather than requiring specialized optimization techniques.

The tool was most valuable for marketing teams and SEO professionals who wanted to understand their brand's presence in AI search results. While it provided useful data, the ultimate takeaway was that success in AI search depends on the same factors as traditional brand building: quality content, authoritative mentions, and genuine expertise. Lorelight has since been discontinued as the founder recognized that GEO functions best as part of comprehensive SEO suites rather than as a standalone solution.