> ## Documentation Index
> Fetch the complete documentation index at: https://docs.xpoz.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Reddit Research

> Search and analyze Reddit discussions for market research, product feedback, and trend analysis.

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.

## 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

<Steps>
  <Step title="Collect discussions">
    Searches Reddit posts and comments matching the target query across all relevant subreddits.
  </Step>

  <Step title="Map subreddit distribution">
    Identifies which subreddits discuss the topic most and how discussion varies by community.
  </Step>

  <Step title="Analyze sentiment signals">
    Uses upvote/downvote ratios and comment engagement (score/comments ratio) as sentiment proxies.
  </Step>

  <Step title="Extract themes">
    Categorizes discussions into theme groups and surfaces representative quotes.
  </Step>

  <Step title="Compile report">
    Produces a structured report with subreddit distribution, themes, sentiment, and key users.
  </Step>
</Steps>

## 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

## Xpoz Tools Used

| Tool                       | Purpose                                     |
| -------------------------- | ------------------------------------------- |
| `getRedditPostsByKeywords` | Search Reddit posts by keyword query        |
| `getRedditUsersByKeywords` | Find active Reddit users in the topic space |

## Get Started

Get a free access key at [xpoz.ai/get-token](https://xpoz.ai/get-token). See the [installation guide](/skills/overview#installation) to add this skill to your agent.