AI Market Research

Discover What Users Really Want — Straight from Reddit

Enter any industry or product direction. Our AI scans thousands of Reddit posts and comments to surface the demands, pain points, and feature requests your competitors are missing.

What You'll Discover

One scan. Actionable market intelligence in minutes.

Demand Hotspot Ranking

See the top user demands ranked by frequency and urgency. Know exactly what the market wants most.

Pain Points & Complaints

Discover where existing solutions fail. Find the gaps that represent your biggest opportunities.

Feature Request Mining

Extract specific feature requests users are asking for — with real quotes and context.

Competitive Landscape

See which tools users recommend, their sentiment, and where they fall short.

Subreddit Discovery

Automatically identify the most relevant communities discussing your market.

AI Market Insight

Get an AI-generated summary of the biggest market opportunities and gaps.

How It Works

1

Enter Your Market Direction

Type any industry, product category, or use case — like "project management tools" or "pet health tracking".

2

AI Scans Reddit in Real-Time

Our engine searches across hot, trending, and top posts. It fetches comments and identifies relevant subreddits automatically.

3

Get Your Demand Report

In under 60 seconds, receive a structured report with ranked demands, categorized pain points, competitive intel, and market insights — all backed by real user quotes.

Who Uses Demand Scanner?

Product Managers

Validate product ideas and prioritize roadmap items with real user data instead of assumptions.

Startup Founders

Explore new markets quickly — understand user needs before writing a single line of code.

Market Researchers

Generate qualitative market analysis in minutes instead of weeks of manual research.

Indie Hackers

Find profitable niches by discovering underserved user needs in specific communities.

Frequently Asked Questions

Arieo Demand Scanner is an AI-powered market research tool that analyzes Reddit discussions to identify user demands, pain points, feature requests, and competitive landscape for any industry or product direction.

Manual research takes hours of browsing and reading. Demand Scanner automatically searches across multiple sorting criteria (hot, top, new), fetches and analyzes comments, and uses AI to categorize and rank findings — all in under 60 seconds.

Demand Scanner searches across all public subreddits using the Reddit API. It analyzes both posts and comments, focusing on discussions with high engagement and genuine user feedback.

Every demand and pain point in the report is backed by real user quotes from actual Reddit discussions. The AI categorizes and ranks them by frequency and urgency, but you can always verify with the original sources.

Yes! The scanner can analyze English Reddit content and output reports in either English or Chinese. More languages are coming soon.

The number of scans depends on your subscription plan. Each scan analyzes up to 70 posts and hundreds of comments for comprehensive results.

Absolutely. Reddit has active communities for SaaS, developer tools, enterprise software, and most B2B niches. The scanner works well for both B2B and B2C market research.

Any product category with active Reddit discussions. Software, hardware, services, and digital products all work well. The more discussions exist, the richer the insights.

Start Discovering Market Opportunities

One scan can reveal demands your competitors haven't noticed yet.

No credit card required · Set up in under 5 minutes