Crowd Watch

CollectIntent is a Reddit monitoring tool for indie hackers and SaaS teams. You set up a project around your product, paste your URL and tune subreddits and keywords, and CollectIntent continuously scans those feeds for threads where people are actively looking for solutions like yours. Each match is scored from 0–100 for purchase intent and relevance, so you get a single triage inbox instead of noisy keyword alerts. You connect your Reddit account to reply from the app with AI-assisted drafts, or turn on auto-post so CollectIntent can draft and submit replies on the strongest threads, with guardrails so comments stay natural and policy-safe. The goal is simple: show up in the right conversations, where intent is high, without living in Reddit all day.

Snoops.co is a platform that transforms Reddit discussions into business opportunities by enabling users to find potential clients discussing their pain points in real time across any subreddit. It offers audience research tools to ideate startups, validate products, and find leads by monitoring specific keywords relevant to business needs. The platform utilizes AI-powered analysis, allowing users to integrate their own AI models (e.g., OpenAI, Anthropic) to filter discussions and identify high-intent opportunities, with custom instructions ensuring relevance. Precision filtering features include the ability to include or exclude specific subreddits, set minimum upvotes and comments, search across different timeframes, and focus on posts with real engagement. Getting started involves setting relevant keywords, configuring filters, and accessing analyzed results that highlight high-intent posts where services can be offered.