Reddit Opportunity Scoreboard

How our Reddit Opportunity Scoreboard helps you build better products.

Enter a keyword, and we'll scan its ecosystem on Reddit. We calculate the Opportunity Score based on thread volume, upvote velocity, and comment density.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.