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The Reddit Research skill performs deep analysis of Reddit discussions around a topic or product. It maps subreddit distribution, analyzes sentiment from voting patterns, extracts recurring themes, and identifies key community voices.

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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?”

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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.

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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

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Xpoz Tools Used

ToolPurpose
getRedditPostsByKeywordsSearch Reddit posts by keyword query
getRedditUsersByKeywordsFind active Reddit users in the topic space

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Get Started

Get a free access key at xpoz.ai/get-token. See the installation guide to add this skill to your agent.