Threadwise - Reddit Intelligence for Product Teams
Turn Reddit conversations into validated product roadmaps without hiring researchers
Product teams spend 10-20+ hours per week manually browsing Reddit to extract customer pain points, feature requests, and competitive signals, or pay $800-3,000+/month for enterprise tools that aren't designed for product workflows. There's no affordable, purpose-built tool that turns Reddit conversations into structured, actionable product insights.
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The Business
$9.2-20B
Market Size
$49-$299
Global
Worldwide Potential
Customer
Product managers and product teams at B2B SaaS companies with 10-500 employees who actively use Reddit communities for customer discovery and roadmap validation.
Pricing
Three-tier SaaS subscription: Starter at $79/month (3 subreddits, basic insights, Slack alerts), Pro at $199/month (10 subreddits, competitor radar, Jira/Productboard integrations, weekly digests), and Team at $399/month (unlimited subreddits, historical backfill, multiple seats, priority support). Annual plans offer 20% discount to improve retention.
$2.9M
Estimated Annual Revenue
5,000 customers at $49-299/mo
10% market capture
Features
Configure and monitor multiple subreddits with keyword filters, competitor names, and product category terms. Real-time ingestion of new posts and comments matching tracked criteria.
LLM-powered engine that categorizes Reddit threads into pain points, feature requests, competitor mentions, praise, and complaints. Each insight includes a confidence score and source link.
Visual dashboard showing trending topics, sentiment over time, and top pain points clustered by theme. Filterable by subreddit, time range, and category.
Each insight generates a shareable card with the original Reddit quotes, thread context, upvote counts, and AI-generated summary suitable for stakeholder presentations.
Configurable real-time alerts to Slack channels when high-signal threads are detected, such as viral complaints, competitor mentions, or feature requests above a threshold.
One-click export of validated insights as user stories or feedback items directly into Jira, Linear, or Productboard with source attribution and sentiment data.
Dedicated view tracking how competitors are discussed across Reddit, including sentiment trends, common complaints, and feature gaps users mention.
Auto-generated weekly email summarizing the top insights, emerging trends, and notable threads across all tracked subreddits, formatted for forwarding to leadership.
Analyze up to 12 months of historical Reddit data for a subreddit to identify long-term trends and recurring themes before real-time monitoring begins.
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Tech Stack
apis
Reddit API
Primary data source for ingesting posts, comments, and metadata from tracked subreddits
OpenAI GPT API
LLM backbone for classifying threads, extracting pain points, generating summaries, and clustering insights
Slack API
Delivering real-time insight alerts and weekly digests to team Slack channels
Jira REST API
Exporting validated insights as tickets/stories into product team workflows
backend
Next.js API Routes
Core API layer handling auth, dashboard queries, and integration webhooks
Supabase Edge Functions
Background workers for Reddit data ingestion, LLM processing pipelines, and scheduled digest generation
hosting
Vercel
Frontend hosting with edge functions, automatic deployments, and global CDN for the dashboard
database
Supabase
PostgreSQL for structured insight storage, user configs, and tracker settings with Row Level Security for multi-tenant access
frontend
5 Day Sprint UI
Component library built on shadcn/ui and Tailwind for rapid dashboard and insight card UI development
Next.js
React framework for the web app with SSR for the dashboard and static pages for marketing
Recharts
Charting library for sentiment trends, topic clusters, and insight volume visualizations
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Frequently Asked Questions
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