Projects

Lumen measures how brands appear in AI generated answers across ChatGPT, Claude, Gemini, and Perplexity. As discovery shifts from search engines to AI assistants, brands need a new measurement layer. Lumen scores visibility, tracks share of voice, surfaces competitor gaps, and turns the data into a concrete action plan.

Currently in early customer development. Building the multi-LLM scan pipeline, the per-brand skill packs, and the reporting layer.