Continuously capture and analyze high-signal Reddit communities. AI scores demand heat, surfaces pain points and opportunities so you know what users want in minutes before deciding to build.

A smarter demand-discovery flow
NeedScan extracts real market signals from Reddit so your decisions stay data-driven.
Everything you need to validate ideas
Let real user discussions guide decisions—from idea validation to market research in one place.
From data collection to insights, fully automated
Choose from 30+ curated subreddits or search custom keywords.
Two-stage AI filtering and deep analysis to extract demand signals and pain points.
Structured reports with demand scores, summaries and market signals ready to export.
Validate ideas before coding. Use real Reddit discussions to confirm viability first.

Great for quick validation
$0
For individuals and small teams
$20/ mo
Answers to common questions about NeedScan and the Reddit analysis features