Truvio

What it does

people are moving from using google to look for things to buy to using LLMs like ChatGPT. the problem? most brands you know and love are invisble. for ecom brand owners, you don't know if you're on the list or not. to sovle this, I built Truvio. simply enter your url and the location of where your brand exists, and we audit it, giving you a GEO score, a list of competitors. truvio also gives you a fix list. a plain english list of things you should fix to improve your ai visiblity.

a non-commercial student research project measuring how brands appear inside answers generated by chatgpt, gemini, and claude.

when buyers ask ai assistants what to buy, some brands appear in the answer and some don't. this project measures which is which — and why. score your presence, position, sentiment, and share of voice across ChatGPT, Gemini, and Claude. see your score against the competitors the engines actually mentioned alongside you — not the giants. fix list weighted toward off-site earned media — listicles, reddit, review aggregators. where engines actually cite from. a prioritized list of concrete changes, ranked by likely impact. re-run the audit yourself to see whether a change affected the score. no automatic recurring scan or alerts here. as buyers shift from searching to asking, the question…from tru-vio.com

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