AI visibility tracking
CueScout is an AI visibility tracker. Every day it tracks the buying questions your customers ask on ChatGPT, Perplexity, and Google AI Overviews, plus Gemini and Google AI Mode on Growth, and records whether each answer named you, linked to you, or recommended someone else. Answers that change are re-asked every day, and steady ones at least once a week. Your share of AI voice shows how often those answers name you compared with your competitors.
Share of AI voice
The top of the dashboard: share of voice, mention rate, cited rate and average position, each with its change since the previous period. Under them, your line runs week by week next to every competitor you track.
Scoring
One question on one engine is one datapoint. The score is their average, capped at 100.
Over time
Trends compares the last 7 days with the weeks that ended 7, 14, 30 and 90 days ago, and lists every prompt that moved 10 points or more. Under that list sits a weekly heatmap of each prompt, for mentions or for citations.
The answer itself
Every check keeps the full answer, its sentiment and the pages it read. An answer that names you unkindly is a different problem from one that leaves you out.
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Starter checks ChatGPT, Perplexity, and Google AI Overviews for 20 prompts. Growth checks all five engines for 100. Claude is a paid add-on, and the Grok pack asks Grok 20 questions you pick each week.
Compare plansCueScout reads your site and suggests the questions a buyer would ask an assistant. You keep the good ones, paste your own, and pause any you stop caring about.
Starter checks ChatGPT, Perplexity, and Google AI Overviews. Growth adds Gemini and Google AI Mode. ChatGPT, Perplexity and Gemini are asked through their APIs with web search on. Google AI Overviews and AI Mode are read from Google's own results page. An answer that moves is asked again the next day, and a steady one at least once a week.
An engine answering from memory cannot link anyone, so those answers count toward the mention rate and are left out of the citation rate. Otherwise one engine answering from memory would halve your citation rate overnight.
Rates, rank and share of voice are compared with the previous period. On Growth, a connected Slack workspace gets a short visibility report after each daily run, and a signed webhook sends a weekly summary of what moved to Slack, Discord, Zapier, Make or n8n, so nobody has to open the dashboard to notice.
Where it sits
| Aspect | By hand | CueScout |
|---|---|---|
| Questions covered | The few you remember to type | Up to 100, tracked daily |
| Engines | Usually just ChatGPT | Three engines on Starter, five on Growth, plus Claude and Grok as add-ons |
| Competitors | Whoever you happen to notice | Each tracked rival ranked on the same answers |
| History | A screenshot in a doc | Every answer stored, with what changed |
Try it free
One question, one engine, no signup: does ChatGPT name you, cite you, or recommend someone else.
A tool that asks AI assistants the questions your buyers ask, on a schedule, and records whether the answers mention or link to your brand. CueScout also stores which competitors were named instead and which pages the answer was built from.
ChatGPT, Perplexity, Gemini, Google AI Overviews, and Google AI Mode. Starter checks ChatGPT, Perplexity, and Google AI Overviews. Growth adds Gemini and Google AI Mode. Claude is a paid add-on, and the Grok pack asks Grok 20 questions you pick each week.
Each question on each engine scores 0 if you are absent, 40 if the answer named you and 80 if it cited your domain, plus round(20 ÷ your position in the answer) when the answer ranks you, capped at 100. The score is the average across all of them.
Because most brands are missing from the answers in their category when they start. That first check is the number the rest of the product exists to move.
Your prompts are tracked every day. When an answer moves (you get named or dropped, your site gains or loses a citation, or your position changes), CueScout asks that engine again the next day. Answers that hold steady are re-asked at least once a week, so none is ever more than a week old. A prompt you add is asked straight away.
Close, not identical. We use the engines through their APIs with web search on. Your own chat history, memory and location can change what you see logged in.
Your first check is free, with no signup to start.