Open the answer and see why a competitor won it
Every run stores the full answer, word for word, with the date it was collected. You can see your position, the sentiment around your name, and the sources the engine leaned on.
Answers are collected by scraping the live ChatGPT and Gemini interfaces with web search, through a paid managed service. Google AI Overviews come through a search API. Nothing is paraphrased on the way in: the full text is stored exactly as the engine returned it.
A second, cheap extraction pass reads each answer and records which brands were named, in what order, with what sentiment, and which sources were cited. Every number on your dashboard traces back to one of these stored answers.
You open the answer behind a number when it moves. That is where you find out whether a competitor won on price, on selection, or because a source the engine trusts carried them and not you.
- Verbatim answer archive + “View on ChatGPT / Gemini” links
- Visibility, Share of Voice, position and sentiment vs competitors
- Cited-source intelligence (typed: retailer, editorial, UGC, review)
Answers are personalized: your own view of the same question can differ from the one collected here.
Read the actual answers
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