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AI sentiment analysis

Being named is not being recommended. Every mention of your brand gets a sentiment, so you catch the AI answers that praise you and the ones that quietly cost you sales.

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Free to create · first results in minutes, before checkout

AI sentiment analysis rankings in the Promptrack dashboard

Live demo (Nike) · prompts sorted by sentiment: every mention scored positive, neutral or negative

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Beyond presence

A mention that hurts is not a win

Named with negative sentiment on a buying question is a leak: the buyer read your name next to a warning. Sentiment turns every mention into a judgment call you can check, sentence by sentence, in the captured answer.

  • ✓Positive, neutral or negative, per mention
  • ✓Judged on the actual sentences, not keywords
  • ✓Sentiment beside your visibility, same runs
Sentiment distribution of AI mentions
Find the leaks

Find where the negativity comes from

A negative mention usually has a paper trail. The captured answer shows the exact wording, and the sources the engine cited on that same answer sit right next to it: review pages, comparisons, threads. Read them and you usually find the page to fix or the thread to answer.

  • ✓Negative mentions isolated per prompt and engine
  • ✓The sources cited on the same answer, one click away
  • ✓Sentiment per topic: where your reputation is soft
Sentiment per topic: the weak topics stand out

Up and running in minutes

1Add your site

We read your pages and draft the buyer questions worth tracking, in your market's language.

2First run in minutes

Your first run starts right away on the core engines. You see your first ranks before any card.

3Track it weekly

Every Monday: fresh ranks, the trend per prompt, and the plan to win the answers you are missing.

Scored on 6 AI engines

Each engine gets its own sentiment. Compare who praises you and who repeats criticism.

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Questions

How is sentiment scored?
Each analyzed answer that names your brand is read by an analysis model and scored positive, neutral or negative based on how the mention is phrased. You can open every answer and check the sentences yourself.
What counts as negative?
Warnings, unfavorable comparisons, mentions of problems or caveats attached to your name. A neutral listing without judgment stays neutral.
Can sentiment differ between engines?
Yes, and it often does: each engine reads different sources. The per-engine view shows who praises you and who repeats criticism.
What do I do about a negative mention?
Start from the answer: it shows the exact wording, and the sources cited alongside give you the places to check first, whether that is a review platform, a comparison page or a thread.

Score your AI mentions today

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