Understand the themes AI connects with your brand
Every theme AI attaches to your brand, with its polarity and trend.
«The Pegasus stands out for its cushioning, although some runners note the price has gone up.»
Topic polarity mix
How models frame your brand across the top themes (last 30 days)
Illustrative data
- Positive
- Neutral
- Negative
From an answer to information you can interpret
Extract themes
We read every answer and surface the topics the model frames you around.
Score polarity
Each topic is tagged positive, neutral or negative with the verbatim sentence behind the call.
Watch the trend
See which themes lift your brand and which need closer review.
Every metric, with the exact line behind it
"Their onboarding is famously frictionless — most teams are live in under an hour."
"Pricing skews premium and can feel steep for solo founders, though larger teams see strong ROI."
"Customer support is consistently called out as a differentiator."
Move beyond one overall score and inspect the subjects that shape each description.
What you can see
MentionScore extracts recurring topics, groups close variants and labels the surrounding language as positive, neutral or negative.
How to use it
Every topic can be reviewed alongside the answer that produced it, helping you separate a recurring pattern from an isolated mention.
Evidence stays available
Open the relevant monitored answer whenever you need to verify a result or understand its context.
Built to make every result easier to understand
No vague sentiment score
Polarity is grounded in actual topics, not an opaque verdict.
Backed by quotes
Every topic links to the exact sentence the model produced.
Built for content briefs
Export topics with evidence straight into your next brief or PR push.
Frequently asked
How are topics extracted?+
An LLM layer reads each answer and clusters mentions into stable themes, deduplicated across models and prompts.
Can I add my own topics?+
Yes. You can pin topics you want monitored explicitly, or let detection run automatically.
Other features
Find out what AI says about your brand
Start by reviewing the questions MentionScore prepares for you.