Stop building things
nobody wants

Painscout scans Reddit, Hacker News, Indie Hackers, and competitor reviews — then uses AI to surface real, validated demand before you write a single line of code.

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No credit card needed · Takes 2 minutes

The usual way

×Built for 6 months. Zero users on launch day.
×Spent a week on Reddit. Found opinions, not insights.
×Picked a niche. Five funded competitors already own it.
×Friends said it sounded cool. Customers disagreed.
×No idea if the pain is real or just your own frustration.

With Painscout

✓Know which problems have real demand before writing a line of code.
✓AI extracts unmet needs from 100 posts in 10 minutes.
✓Competitor gaps mapped — see exactly where you can enter.
✓Real quotes from real people describing exactly what they need.
✓Pain, market size, novelty — scored and ranked before you commit.

Every demand comes fully analysed

Six AI reports generated on demand — no extra prompting required.

Verdict

Build, validate, or skip — with confidence score, green flags, and red flags.

Customer Insights

Who's in pain, what they'd pay, how often they hit the problem, and where to find them.

Competitor Research

Who's already in the space, their estimated MRR, weaknesses, and the gaps you can own.

Build Guide

Recommended tech stack, MVP scope, go-to-market plan, timeline, risks, and cost estimate.

Demand Trend

Weekly mention counts from Reddit and HN — rising, stable, or fading.

Export Brief

One-click Markdown export with ready-to-paste prompts for Claude Code, Cursor, or ChatGPT.

What a demand analysis looks like

DEVELOPER-TOOLS

AI-Powered Invoice Reconciliation Tool

r/entrepreneur · May 2026

9.2

Verdict — Build

Strong unmet need in a large market. No dominant solution under $200/month. Automatable with current AI tooling.

✓ Clear willingness to pay — users cite $50–150/month

✓ No OSS alternative exists

✓ Solves a weekly recurring pain

Scores

Business Potential 9.2/10

Pain Level 8.5/10

Market Size 9.0/10

Novelty 8.0/10

Top Competitor

Tipalti

Enterprise-only, $499+/month. No self-serve. SMBs consistently complain about pricing and setup complexity.

~$180k MRR

How it works

Step 1

Collect

Scans Reddit, Hacker News, and Indie Hackers for posts where people describe real frustrations.

Step 2

Analyze

AI extracts the unmet need and scores each one on pain severity, market size, novelty, and business potential.

Step 3

Research

Searches the web for existing solutions — who's in the space, what they miss, where you can enter.

Step 4

Synthesize

Clusters all demands into themes and surfaces your single strongest opportunity with a full market brief.

Pricing

Free

$0 forever

3 subreddits / run
10 posts / query
1 AI synthesis / month
CSV export

Get started free