reddit-insights

Name: reddit-insights
Availability: InStock
Author: abbieemay

Analyze Reddit content with semantic search to extract insights and sentiment.

Updated Apr 19, 2026

Search Tags:#reddit #semantic-search #market-research #competitive-intelligence #pain-points #sentiment-analysis #subreddits

Ready to run

npx skills add https://github.com/abbieemay/better-co-team-skills --skill reddit-insights-abbieemay

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reddit-insights
Source: https://github.com/abbieemay/better-co-team-skills/tree/main/skills/reddit-insights
Command: npx skills add https://github.com/abbieemay/better-co-team-skills --skill reddit-insights-abbieemay

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Searches Reddit content using semantic AI to surface actionable pain points, market signals, and sentiment for product ideas and content strategy.

Core Features & Use Cases

Live semantic search across millions of Reddit posts with intent matching
Engagement-aware filtering by upvotes and comments
Sentiment tagging and categorization (Discussion/QA/News)
Subreddit intelligence with trend insights and recent posts
Direct links to source posts for context and verification

Quick Start

Ask me to search Reddit for a topic and return the top 5 insights with sentiment and engagement.

Frequently Asked Questions about reddit-insights

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

FAQPage Schema

How do I extract customer pain points from Reddit for product research?▼

You can find Reddit pain points by running semantic AI searches across subreddits to surface user frustrations and market signals. The tool analyzes post intent, tags sentiment, and filters by upvotes and comments to highlight relevant discussions.

What is semantic search for subreddit intelligence and how does it work?▼

Semantic search for subreddit intelligence works by using AI to match intent rather than exact keywords across millions of Reddit posts. It scores relevance, tags sentiment, and categorizes posts as Discussion, QA, or News to provide trend insights and direct source links.

How do I analyze Reddit sentiment and engagement metrics for content strategy?▼

You can analyze Reddit sentiment and engagement by filtering semantic search results based on upvotes and comments. The tool categorizes posts by sentiment and type, allowing you to gauge audience reaction and identify high-engagement topics for content strategy.

Can I use semantic AI search to find competitive intelligence signals on Reddit?▼

Yes, you can find competitive intelligence signals on Reddit using semantic AI search. It analyzes subreddit trends and user discussions to identify market shifts, user sentiment toward competitors, and emerging pain points with relevance scoring and direct post links.

How do I discover subreddit trends and recent posts for market research?▼

You discover subreddit trends and recent posts by querying specific topics across Reddit. The semantic search evaluates relevance and engagement, categorizes content, and returns direct URLs to the most significant posts, streamlining market research.

Are there limitations to using semantic search for extracting market signals from Reddit?▼

A limitation of using semantic search for Reddit market signals is that insights are constrained by post availability and engagement metrics like upvotes. Results provide direct URLs for context verification, but analysis depends on the underlying Reddit data.