AI search visibility is the degree to which a brand or its content is named or cited inside the answers generated by AI search systems, rather than in the ranked links beside them.
This is the sense CiteAngle uses when it measures. The word travels with other meanings in this market, so we pin ours before it turns up in a report.
Where this lands in the measurement
Ask once and you get a mood reading. The number only means something when the same question has been put to the same surface again and again.
Paid audits repeat each question seven times, then report the share of usable runs with a confidence interval attached.
What it costs to leave this loose
Without a figure, we should be showing up in AI answers stays an opinion, and opinions lose to line items in a budget round.
Competitors are counted inside the same answers to the same questions, so the number arrives with something to stand against.
Who you want measuring this
One reading does not settle a term like this. The answer an assistant writes today can name different companies tomorrow, so a Panorama round puts 50 buyer questions to every place on our US list, 7 separate times each, and reads all 17 of them — ChatGPT · Perplexity · Claude · Gemini · Grok · Google AI Overviews · Google AI Mode · Bing Copilot · DuckDuckGo AI Assist · Google Search · Bing Search · Yahoo Search · DuckDuckGo Search · Google News · Bing News · YouTube · Google Short Videos. Radar starts at 5 questions and covers the same list under the same rule.
We put the same questions to the competitors you name inside the same runs, so you see both in one table. The conditions are sealed, so you can reproduce the round and check it, and every planned observation is published with its state, failures included. When you choose who measures this, check that all three are in place.
That describes how the measuring is done. It is not a promise about where your numbers land.
Pages that use this term
Terms worth pinning at the same time