You cannot fix what you cannot see. The first step in managing your AI visibility is finding out what AI platforms are actually saying about your business, in real answers to real questions. That is what the monitoring step does.
What SignalTo monitors
SignalTo monitors four AI platforms: ChatGPT, Claude, Perplexity and Google AI Overviews. Each platform is tracked separately because they draw on different sources, update at different rates, and can give very different answers to the same question.
The monitoring runs continuously, not as a one-off check. AI responses change as models update, as competitors publish new content, and as AI platforms re-index the web.
The questions it asks
SignalTo does not ask abstract or generic questions. It asks the kinds of questions real prospects ask when they are researching your category: brand questions, category and comparison questions, problem-framing questions, and location-based questions.
Because those are the same questions your customers are asking, the monitoring shows you exactly what they would see.
What it looks for
For each monitored query, SignalTo reads the AI response and measures several things:
- Whether your business appears and how prominently.
- Accuracy: whether what the platform says about you is correct.
- Hallucinations: places where AI states something confidently that is wrong.
- Competitor presence: which competitors appear in answers relevant to your business, and how often.
- Citations: which pages each platform is drawing on when it mentions you.
Gaps and hallucinations
Two categories of finding matter most. A gap is a query where your business should appear but does not, or where it appears but without the accuracy or detail that would make the answer useful to a prospect. A hallucination is something worse: AI stating something incorrect about your business as if it were fact.
Both show up in the console. Gaps become candidates for new or improved content. Hallucinations generate specific actions to address what is wrong.
No back door
SignalTo does not have privileged access to any of the AI platforms. The monitoring works the same way your customers do: by asking questions and reading what comes back. What that means for you is that the answers SignalTo surfaces are the answers your prospects are seeing. There is no guessing about what AI might say. The console shows you what it actually says.
To understand how SignalTo acts on what it finds, see how SignalTo fixes what AI says. For the bigger picture of what AI visibility monitoring is part of, see what AI Visibility Management is.
Common questions
How does SignalTo monitor what AI says about my business?
SignalTo asks the same prospect-style questions your customers would ask, across ChatGPT, Claude, Perplexity and Google AI Overviews, and reads the responses. It scores how accurately and prominently your business appears in each answer, then surfaces gaps, inaccuracies, and hallucinations in the console.
Which AI platforms does SignalTo monitor?
SignalTo monitors four platforms: ChatGPT, Claude, Perplexity and Google AI Overviews. Each platform is tracked separately because they answer differently and draw on different sources.
What is an AI hallucination and does SignalTo detect it?
An AI hallucination is when an AI platform states something factually wrong with full confidence: an incorrect price, a service you no longer offer, or confusion with another business. SignalTo flags these when it detects them in monitored responses.
Does SignalTo have special access to the AI platforms?
No. SignalTo asks the same questions your customers ask and reads the same answers. There is no privileged or back-channel access to any of the platforms.