Reddit Insights

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.