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BrianRWagner
BrianRWagnerCOMMUNITY
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Website𝕏@BrianRWagnerGitHub

reddit-insights

Search Reddit discussions semantically and return structured sentiment and trend data.

390|93|Updated Feb 1, 2026
Search Tags:#reddit#semantic-search#market-research#competitive-intelligence#trend-analysis#pain-points#sentiment-analysis
One-click install
npx skills add https://github.com/BrianRWagner/ai-marketing-claude-code-skills --skill reddit-insights
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: reddit-insights
Source: https://github.com/BrianRWagner/ai-marketing-claude-code-skills/tree/main/reddit-insights
Command: npx skills add https://github.com/BrianRWagner/ai-marketing-claude-code-skills --skill reddit-insights

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reddit discussions hold a wealth of authentic user sentiment and pain points, but finding relevant insights at scale is hard without semantic search and live access.

Core Features & Use Cases

  • Semantic search across millions of Reddit posts to understand intent, sentiment, and patterns
  • Engagement and subreddit intelligence to identify trending topics and communities
  • Structured results including title, post content, subreddit, upvotes, comments, relevance, sentiment, and URL
  • Ideal for product validation, market research, content ideation, and competitive intelligence

Quick Start

Run a reddit_search query with your topic to surface high-signal posts and extract actionable insights.

Frequently Asked Questions about reddit-insights

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find user pain points and sentiment from Reddit discussions?▼

Reddit semantic search analyzes discussions to identify pain points, sentiment, and trend signals across relevant subreddits, returning structured results with title, content, upvotes, comments, and relevance.

What's the best way to do market validation using subreddit trends?▼

Subreddit trend analysis tracks engagement and community intelligence to surface trending topics, enabling product validation and competitive intelligence by querying high-signal posts for actionable insights.

Do I need an MCP server and API key to run semantic search on Reddit posts?▼

Yes, performing Reddit semantic search requires an API key and MCP server integration with query endpoints like reddit_search, reddit_get_subreddit, and reddit_get_trends to retrieve structured results.

Can I use Reddit insights for content ideation and competitive intelligence?▼

Yes, analyzing Reddit discussions extracts authentic user sentiment and patterns, making it ideal for content ideation, competitive intelligence, and market research across targeted subreddits.

What data fields are included when analyzing Reddit posts for market research?▼

Reddit market research returns structured results including post title, content, subreddit, upvotes, comments, relevance score, sentiment, and URL, providing comprehensive data for trend analysis.

How does semantic search improve competitive intelligence on Reddit compared to manual browsing?▼

Semantic search scales competitive intelligence by analyzing millions of Reddit posts for intent and patterns, overcoming the limitation of manual browsing to extract high-signal market insights fast.

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