Example Prompts
- “What does Reddit think about Cursor IDE?”
- “Reddit market research: indie hacker automation tools”
- “Analyze Reddit discussions about electric vehicles in 2026”
- “What are the top complaints about Notion on Reddit?”
Analysis Methodology
1
Collect discussions
Searches Reddit posts and comments matching the target query across all relevant subreddits.
2
Map subreddit distribution
Identifies which subreddits discuss the topic most and how discussion varies by community.
3
Analyze sentiment signals
Uses upvote/downvote ratios and comment engagement (score/comments ratio) as sentiment proxies.
4
Extract themes
Categorizes discussions into theme groups and surfaces representative quotes.
5
Compile report
Produces a structured report with subreddit distribution, themes, sentiment, and key users.
Theme Categories
The skill extracts and categorizes themes into:- Pain Points: Problems, frustrations, and feature requests
- Praise: Positive experiences and standout features
- Comparisons: How the topic is compared to alternatives
- Use Cases: Real-world applications and workflows
- Questions: Common questions and knowledge gaps