Sentiment Context Map

How our Sentiment Context Map helps you build better products.

Upload a Reddit thread URL to see a sentiment map. We categorize comments into 'Desperate', 'Frustrated', 'Indifferent', and 'Happy' using advanced NLP.Unlike manual research, our AI doesn't just look for words—it looks for intent, desperation, and willingness to pay.

• Scan unlimited threads with semantic grouping.
• Filter by specific sentiment markers (e.g. 'I hate that...').
• Export your research as high-quality validation data.
• Use it for programmatic SEO and market targeting.