Measure the tone of every AI mention
Appearing in an AI answer isn't always good news. Orbilo analyses the sentiment of each mention so you can catch negative framing, outdated claims, and competitor-favouring language before they cost you deals.
Why it matters
A mention buried in caveats or framed against a competitor can hurt more than help. Counting mentions without reading their tone gives you a false sense of how AI really positions your brand.
How it works
Detect every mention
Orbilo finds where your brand appears in each AI response across all tracked prompts.
Score the sentiment
Each mention is classified by tone, so positive and negative framing are easy to separate.
Act on the negatives
Surface the responses where AI describes you unfavourably and trace them to the content driving it.
What you get
Tone, not just count
Know whether AI is recommending you, hedging, or steering buyers elsewhere.
Catch misinformation
Spot outdated or inaccurate claims AI repeats about your brand.
Competitive framing alerts
See when AI positions a competitor more favourably for your key prompts.
Frequently asked questions
Explore more features
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Prompt Tracking
Run the exact questions your buyers ask AI — across every platform, on a schedule.
Citation Tracking
Discover which pages and sources AI engines cite — yours and your competitors'.
See Sentiment Analysis on your brand
Start a free trial and find out exactly how AI talks about you today.