Definitions

Why ask the same question more than once?

50 questions15 engines17 surfaces Get your free AI visibility check

Repeat runs execute the same question under the same conditions a fixed number of times, so the verdict rests on accumulated runs rather than one answer.

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

The same question returns different answers on different runs. Judge from one screen and you are reporting the weather, not the climate.

Paid audits repeat each question seven times and keep the run index attached to every observation.

What it costs to leave this loose

Judge from a single run and you are reporting the weather. Decisions then get made on a reading that would not repeat.

Each question is repeated seven times and the run index stays attached to every observation.

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.

Where we ask → Surfaces we countA map from the places we ask to the surfaces we count. Only these rows split in two: Google Search and DuckDuckGo Search Assist.Where we ask 15Surfaces we count 17AI answersOpenAI web searchAI answersPerplexityAI answersAnthropic web searchAI answersxAI web searchAI answersGeminiAI answersGoogle AI ModeSearchGoogle SearchSearchYahoo SearchNewsGoogle NewsNewsBing NewsVideoYouTube searchVideoGoogle short videosSearchBing SearchAI answersBing CopilotAI answersDuckDuckGo Search AssistOpenAI web searchPerplexityAnthropic web searchxAI web searchGeminiGoogle AI ModeGoogle organicGoogle AI OverviewYahoo SearchGoogle NewsBing NewsYouTube searchGoogle short videosBing SearchBing CopilotDuckDuckGo AI AssistDuckDuckGo organicA single capture from Google Search and DuckDuckGo Search Assist splits into two surfaces. That is why we count 2 more surfaces than the places we ask.
Where we ask, set beside the surfaces we count. One place can be asked once and still be counted in two, so the two totals differ.

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.

Published pricesHow we measure

Pages that use this term

Terms worth pinning at the same time

See every definition

Ready to turn US visibility evidence into a market plan? Tell us the US buyer, target state and decision date.

Request a written proposal