Reddit Insights

brianrwagner/ai-marketing-claude-code-skills

Semantic search across millions of Reddit posts when you need to validate product ideas, find user pain points, or research what people actually think about something. Unlike keyword search, this understands intent and can filter by engagement metrics to surface validated discussions. Works best on product comparisons (relevance scores 0.70+), side hustle topics, and tool recommendations where Reddit's debate culture shines. Weaker on abstract concepts or non-English queries. Three modes: quick for a fast pulse check, standard for proper validation with synthesis across multiple queries, and deep for business decisions. Response times run 12-25 seconds. The honest take is that this saves you from manually reading hundreds of posts, but you're still dependent on whether Reddit users have actually discussed your specific topic with enough depth.

skills.sh installs: 521
GitHub stars: 455
last updated: Aug 21, 2026

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Install

$ npx -y skills add brianrwagner/ai-marketing-claude-code-skills --skill reddit-insights --agent claude-code

Installs into .claude/skills of the current project.

Files

Reddit Insights MCP

Semantic search across millions of Reddit posts. Unlike keyword search, this understands intent and meaning.

Mode

Detect from context or ask: "Quick pulse, full research, or strategic intelligence report?"

Mode	What you get	Best for
`quick`	1 query, top 5 insights, no synthesis	Fast pain point check, content spark
`standard`	3–5 queries, full synthesis with themes and patterns	Product validation, content research
`deep`	Multi-angle research + sentiment analysis + content angles + competitive intelligence	Business decisions, campaign strategy

Default: standard — use quick for a fast read. Use deep if they're validating a product idea or building a content strategy.

Why This vs ChatGPT?

Problem with ChatGPT: It has no real-time Reddit access. It can't search current discussions, can't filter by engagement, and can't show you what people are saying RIGHT NOW about your topic.

SKILL.md on GitHub