reddit-sentiment-analysis

Analyze Reddit posts and comments to produce a structured Markdown sentiment report.

4|3|Updated Oct 26, 2025

Search Tags:#reports #analysis #mcp #insights #reddit #sentiment #subreddits

Ready to run

npx skills add https://github.com/natea/fitfinder --skill reddit-sentiment-analysis

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: reddit-sentiment-analysis
Source: https://github.com/natea/fitfinder/tree/main/.claude/skills/reddit-sentiment-analysis
Command: npx skills add https://github.com/natea/fitfinder --skill reddit-sentiment-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reddit discussions are noisy and unstructured; this skill provides systematic sentiment analysis across posts and comments to reveal what people like, dislike, and wish for about a topic, brand, product, or game.

Core Features & Use Cases

Analyze sentiment across multiple subreddits (e.g., r/gaming, r/apple) and time frames to produce objective insights.
Extract aspects and provide structured summaries: top likes, dislikes, and wishes with quotes and frequencies.
Generate production-ready reports saved to docs with evidence-based insights for product, marketing, and competitive analysis.
Supports parallel data collection via Reddit MCP to speed up analysis and provide temporal tracking.
Optional comparative and trend analysis across topics or competitors.

Quick Start

Analyze Reddit sentiment about a topic and generate a structured report with likes, dislikes, and wishes.

Frequently Asked Questions about reddit-sentiment-analysis

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

FAQPage Schema

How do I extract Reddit sentiment across multiple subreddits for product analysis?▼

To perform Reddit sentiment analysis, you need a configured Reddit MCP server to collect posts and comments across chosen subreddits and timeframes, which are then processed into a structured Markdown report with quotes and actionable insights.

What is the best way to track brand sentiment on Reddit over time?▼

The best way to track brand sentiment on Reddit is by applying systematic sentiment analysis across multiple subreddits and timeframes, which produces a structured report detailing top likes, dislikes, and wishes with evidence-based quotes.

Does Reddit sentiment analysis require a Reddit MCP server to work?▼

Yes, this Reddit sentiment analysis requires a configured Reddit MCP server to collect posts and comments across subreddits, which is then processed to reveal structured insights about a topic.

Can I compare competitor sentiment on Reddit using this analysis approach?▼

Yes, you can compare competitor sentiment on Reddit by applying optional comparative and trend analysis across topics, which generates structured summaries of likes, dislikes, and wishes for each competitor.

How do I structure Reddit comments into actionable insights for marketing reports?▼

To structure Reddit comments into actionable insights, sentiment analysis extracts aspects and frequencies from posts, categorizing them into top likes, dislikes, and wishes to generate a production-ready Markdown report.