Market Research Factory — Find PMF Before You Code
Building features nobody wants because you're guessing what the market needs?
Mines Reddit, X, and Hacker News for real pain points people are willing to pay to solve. Validates market size, maps competitor gaps, and generates MVP specs — so you build what the market actually wants.
Find PMF 10x faster
Setup Time
Difficulty
Monthly Cost
The Problem
- 1
You spent 3 months building a product only to discover 5 competitors already exist — and two of them are free. Manual market research takes weeks and still misses half the landscape.
- 2
You're reading Reddit threads at 1 AM trying to find real pain points, but it's impossible to separate genuine demand from people just venting. You have no systematic way to quantify signal vs. noise.
- 3
Your last launch got 12 upvotes on Product Hunt because you built what YOU wanted, not what the market was screaming for. You have no process to validate demand before writing a single line of code.
See it in action
Clawfy Bot
Online
Find trending pain points about project management tools on Reddit this week.
Scanned 2,847 posts across r/projectmanagement, r/startups, r/SaaS, and r/Entrepreneur from the last 7 days. TRENDING COMPLAINT (127 upvotes, 89 comments, rising): r/projectmanagement — "Why does every PM tool assume I have a team of 20?" Sentiment Analysis: - Frustration: 78% of comments agree - Core pain: Solo founders and 2-3 person teams find tools like Jira, Asana, Monday overwhelmingly complex - Willingness to pay: 34 commenters explicitly mention wanting a simpler paid tool - Price sensitivity: $5-15/mo sweet spot mentioned 12 times Extracted Pain Point: "Lightweight project management for micro-teams (1-3 people) — no Gantt charts, no sprint planning, just tasks + deadlines + chat." Suggested MVP Direction: A stripped-down PM tool with Telegram/Discord integration, task creation via chat, and a single kanban board. No onboarding wizard, no role management. Want me to map competitors in this niche and estimate TAM?
What You Get
Market validation in hours, not weeks — agent scans 1000+ posts across Reddit, X, and HN to surface real, recurring pain points with sentiment scores.
Competitor landscape mapped automatically — pricing, feature gaps, user complaints, and positioning for every player in the space, updated continuously.
MVP spec generated from real demand data — features prioritized by pain frequency, willingness to pay, and competitor gap analysis. No more guessing.
Pricing
Server
$8/mo
Dedicated cloud server, always on
AI Key
$0–5-10/mo
Based on ~20 research queries/week with deep web crawling and analysis, using GPT-4o or Claude
BYOK = $0
Template
Free
One-time purchase for premium workflows
Tips & Best Practices
- Start with broad keyword searches, then narrow down. Ask the agent to scan 'project management pain points' before drilling into 'lightweight PM for solo founders' — the broad scan often reveals niches you hadn't considered.
- Feed the agent your specific product idea after the initial research. It can then focus competitor analysis on your exact positioning rather than the whole category.
- Run research queries weekly on the same topics to track trend direction — a pain point mentioned 50 times this week vs. 20 last week signals rising demand.
Market Research Factory — Find PMF Before You Code
Free