AI search visibility
See how your brand shows up in ChatGPT
ChatGPT answers your buyers' category questions every day, and the answer changes. Noma records what it says about you, who it names instead, and which pages it read to decide.
What Noma tracks in ChatGPT
[ mention frequency ]
Mention frequency
How often ChatGPT names your brand across your tracked prompts, measured daily rather than sampled.
[ share of voice ]
Share of voice
Your share of all brand mentions in the same answers, so a rising score means you gained ground rather than that the category got busier.
[ citation sources ]
Citation sources
The URLs ChatGPT cited to build each answer, which is where a mention earns you more than your own site can.
[ sentiment ]
Sentiment
How the answers that mention you actually read, scored 0 to 100, because being named unfavourably is not the same as being named.
[ competitor set ]
Competitor set
ChatGPT does not surface the same rivals as Gemini or Perplexity. Noma tracks each engine's set separately.
[ hallucinated claims ]
Hallucinated claims
When ChatGPT states something untrue about your pricing, features or status, it is captured with the exact prompt and model so you can reproduce it.
More than a monitoring tool
Measuring is the easy half. These are the three places the number actually moves.
Find the publishers and forums already shaping ChatGPT's answers in your category, so you know where a mention actually changes the result.
Most of what ChatGPT says about you comes from somewhere other than your own website. Review sites, forums and industry publications carry more weight than your marketing copy, which is why the sources list matters as much as the score.
Monitoring visibility in ChatGPT
It is the assistant your buyers reach for first, and it answers category questions with a shortlist rather than a page of links. If your brand is not on that shortlist, the buyer never learns you exist.
No. There is no numbered results list. Visibility is how often your brand is named across answers, how it is framed against competitors, and which sources were cited to reach it. Noma turns that into a trackable score rather than a position.
Yes. Noma polls ChatGPT, Claude, Gemini, Grok and Perplexity daily from the same prompt set, so you can compare them directly. Being strong on four and invisible on one is a different problem from being weak everywhere, and an average hides it.
No. Noma reads only your public site, the same way an engine does. There is nothing to connect and no access to grant.
The visibility score takes about fifteen seconds. The full 12-point technical and content audit runs in under two minutes.
Two levers, in this order. Earn mentions in the sources Noma shows are already cited for your category, because third-party validation outweighs your own claims. Then fix the signals on your own site that decide whether you can be parsed and trusted at all, which is what the 12-point audit measures.
[ get started ]
Find out what ChatGPT says about your brand
A free audit of your public site, scored across all five engines. No account and no card, and it runs on any domain.