about.

truvio is a non-commercial research project.

it studies how brands are described, ranked, and recommended inside answers generated by large language models — chatgpt, gemini, and claude — when asked the kind of questions a buyer would actually type.

built by arnav and ian, students at nyu tandon.

this is not a company. it has no clients, does not sell anything, and does not accept payment. the demo on the homepage is a live tool, not a product — it runs the same measurement described on the methodology page and returns a real score for whatever url you give it.