Limelit watches what ChatGPT, Claude, Perplexity and Gemini say about your category — and quietly tells you when you're being recommended, when you're missing, and exactly what to fix.
One place to see how every major model talks about your category — who gets mentioned, who gets cited, and where you sit on every prompt your buyers are typing right now.
Limelit doesn't try to be a marketing suite. It does the unglamorous, repeatable work of measuring AI visibility — and turns the findings into specific moves your team can actually ship.
We generate the buying-intent prompts your customers actually use, then run them across four models on a schedule — so drift, model updates and silent demotions don't sneak past you.
Share of voice, first-mention rate, sentiment, citation counts — tracked per model and per prompt. See the moment a competitor takes your spot, not three weeks later.
For every answer that mentions you (or doesn't), we surface the sources the model leaned on — so you know which pages to write, which to fix, and where to land a guest piece.
Point it at a domain, name a few competitors, pick the prompts that matter. Limelit handles the rest — fresh runs across all four models, deltas, alerts, and the exact next thing to do.
Drop in your URL. We profile your category, name your competitors, and propose the 50 most relevant buying prompts to track.
Every prompt runs daily against ChatGPT, Claude, Perplexity and Gemini. Mentions, ranks, sentiment and citations stream into one view.
For every gap, we suggest the page, post or quote that's most likely to flip the next answer. Track each fix from blind spot to first mention.
“We were #1 on Google and invisible on ChatGPT. Limelit was the first tool that even noticed.”
Drop in a URL and we'll run a live audit across all four models. Full report in your inbox in under five minutes.