What your customers actually want.
Reddit
HackerNews
Stack Overflow
Product HuntThe Problem
Most products fail for one reason
of products fail because founders never validated real market demand.
Source: CB Insightsof startups fail due to no market need — the #1 reason for failure.
Source: CB Insightsmore likely to succeed when decisions are backed by real customer data.
Source: McKinseyDiscury shows you exactly what your market wants — before you build the wrong thing.
How It Works
From topic to actionable insights in minutes.
Enter your market
Describe the product, niche, or competitor you want to research.
AI agent investigates
Autonomous AI iterates through communities, adapting queries and filtering low-quality content through diversity gates.
Get structured insights
Prioritized intelligence with pain points, opportunities, and recommendations.
4 Platforms, Millions of Discussions
Our AI cross-references insights across multiple communities for reliable, verified intelligence.
100K+ communities with real user pain points, product reviews, and unfiltered opinions.
HackerNews
Tech-savvy community with deep startup feedback, tool evaluations, and industry trends.
Stack Overflow
Developer Q&A with technical problems, tool comparisons, and integration challenges.
Product Hunt
Product launches, maker community feedback, early adopter reviews, and tool alternatives.
Intelligence You Can Verify
Discover what customers really think.
Every insight comes with source links, real quotes and sentiment data — so you can check the evidence yourself.
Real insights from real analyses
Project management tools
Users consistently complain about notification overload — 73% of negative mentions cite "too many pings" as the #1 reason for switching tools.
Home fitness equipment
Growing demand for compact equipment under $200. Posts mentioning "apartment-friendly" gear grew 340% in the last quarter.
CRM software
Small teams are frustrated with per-seat pricing. "Why do I pay $50/user when only 2 people use it daily?" is a recurring theme.
AI Writing Tools — Market Analysis
Based on 200+ discussions across 4 platforms
73% of users complain about repetitive, generic outputs. The market gap is tools that emphasize editing workflows and content refinement rather than bulk generation.
Growing demand for AI tools focused on editing and refinement rather than generation. Users want tools that improve their writing, not replace it.
"I tried 5 different AI writers and they all produce the same generic content. I need something that helps me edit and improve my own writing..."
r/writing · 312 upvotesMarket Intelligence
Pain points, opportunities, and buying signals from real discussions
Idea Validation
Demand evidence, willingness to pay, and kill factors for founders
Competitive Landscape
Feature gaps, migration patterns, and positioning insights
Content Strategy
Proven angles, emotional triggers, and distribution channels
Every analysis includes source links, real quotes, and sentiment data — so you can verify every insight.
Four Perspectives. One Analysis.
Every analysis generates four specialized insights modules — each designed for a different role and decision.
Market Intelligence
Understand what your market actually wants — backed by real community discussions.
- ✓Demand signals & buying intent
- ✓Sentiment analysis & trends
- ✓Feature demand matrix
Founder Validation
Validate your idea before you build — with evidence from the people who'd buy it.
- ✓Validation verdict & confidence score
- ✓Kill factors & risk assessment
- ✓Ideal customer profiles
PM Competitive
Know your competitors from your customers' perspective — not just feature lists.
- ✓Positioning map & competitive gaps
- ✓Roadmap signals with impact/effort
- ✓Competitive gaps & opportunities
Content Engagement
Write in the exact language your customers use — with proven content angles.
- ✓Proven headlines & content gaps
- ✓Copywriting ammunition from real quotes
- ✓Distribution strategy per channel
One analysis. Four perspectives. Zero extra work.
Fresh Reddit intelligence, published daily
Browse the latest AI-generated reports covering the products, categories, and debates real Reddit communities are discussing right now.
SaaS Threads: Why Founders Churn, Shut Down, and Fail
An analysis of SaaS failure modes, from AI churn and API dependencies to pricing pain and skipped discovery, revealing why founders quit successful ventures.
How Indie Developers Protect Side Projects From Platform Risk
75% of iPhone revenue is a common capture rate for ported apps; here is how an indie developer can test for platform risk before hitting first revenue.
Reducing Engineering Dependency for Product-Led Email Automation
Marketing ops teams struggle with engineering bottlenecks when syncing product usage data to email tools. Learn why self-serve event pipelines are essential.
Best Website Builders — Reddit Analysis
Reddit users share honest opinions about website builders. Compare Webflow, Framer, WordPress, Squarespace, and others.
Reddit Analysis for Legal Tech
Discover how lawyers and legal professionals discuss practice management, document automation, and legal research tools.
Best Headless CMS for Developers: Reddit's 2025 Recommendations
Which headless CMS is best for your next project? We analyzed r/webdev and r/nextjs to compare Strapi, Contentful, Sanity, and Payload CMS.
Discury Digest
Reddit synthesis, updated daily
Our AI pipeline reads r/SaaS, r/Entrepreneur, and r/startups every morning — then writes the teardown, the comparison, or the playbook. Grounded in real quotes.
How indie developers protect first-revenue side projects from platform risk
75% of iPhone revenue is a common capture rate for ported apps; here is how an indie developer can test for platform risk before hitting first revenue.
r/smallbusiness · r/SaaS
Untouched AI Markets: Why Legacy Bloat Beats Empty Niches
By Tomáš Cina, CEO at Discury · AI-assisted research, human-edited 800 GitHub stars in 70 days for the WFGY projecthttps://github.
r/SaaS · r/Entrepreneur
AI-Native SaaS and the API Dependency Trap: Lessons from Platform Shutdowns
AI-native SaaS startups face unique risks when API providers shift pricing. See how shutting down becomes a technical consequence of platform dependency.
r/SaaS · r/startups
How Successful Bootstrapped SaaS Founders Validate and Acquire Early Users in 2026
Bootstrapped SaaS founders often struggle with early traction. Here is how successful startups validate problems and reach ramen profitability in 2026.
r/SaaS · r/Entrepreneur
How Bootstrapped SaaS Founders Find First Traction: Insights from 8 HN Threads
8 HN threads reveal how bootstrapped SaaS founders find their first traction. Learn why manual feedback loops beat automated marketing for early growth.
r/SaaS · r/smallbusiness
How Bootstrapped SaaS Founders Find Ramen Profitability and Scale in 2026
$3,500 MRR is the ramen-profitability benchmark for many bootstrapped SaaS founders; here is how they reach it without external capital in 2026.
r/SaaS · r/Entrepreneur
Discury Problems
Validated customer pain points
Atomic problems extracted from real Reddit discussions — scored for intensity, mapped against the competitive landscape. Browse for your next thing worth solving.
The Engineering Bottleneck in Product-Led Marketing Automation
Marketing ops teams struggle with engineering bottlenecks when syncing product usage data to email tools. Learn why self-serve event pipelines are essential.
The Engineering Bottleneck: Ingesting Product Usage Events into Marketo for Lean Ops Teams
Lean marketing teams struggle to sync product usage events into Marketo without engineering help. Learn why manual pipelines fail and how teams are adapting.
The Search for Affordable, Non-Sampled Session Replay for Indie Teams
Indie developers struggle to find non-sampled session replay tools with advanced filtering for 20k-50k monthly visits without paying enterprise prices.
The Bottleneck of Manual Non-Production Database Provisioning
Developers struggle with slow, manual DBA-led database refreshes that lack proper data masking for safe, compliant non-production testing.
The Failure of Prompt-Based Guardrails for AI Coding Agents in CI/CD
AI coding agents frequently ignore prompt-based safety rules, leading to repeated destructive deployment retries and high token costs in CI/CD pipelines.
The Mentorship Gap: Why Senior Engineers Can't Train AI-Dependent Juniors
Senior engineers are struggling to mentor junior developers who rely on LLMs and agents to write code without understanding the underlying logic or tradeoffs.
How teams use Discury
From product roadmaps to marketing copy — real customer intelligence for every team.
Product teams
Prioritize your roadmap with real user pain points and feature requests from Reddit.
Marketing teams
Use the exact words your customers use to craft messaging that resonates.
Founders
Validate demand and find product-market fit signals before writing code.
Simple, transparent pricing
Start free. Upgrade when you need more analyses and monitoring.
Manual research
15+ hours/mo
Consultant report
$5,000+
Discury
From $79/mo
Free
Try real market intelligence — no credit card required.
- 3 market intelligence runs / month
- Multi-source intelligence (4 platforms)
- 1 topic
- 30-day historical data
- Market monitoring
- Competitor tracking
- Export PDF & CSV
- Alerts
Starter
Stay ahead with weekly monitoring and competitor tracking.
- 20 market intelligence runs / month
- Multi-source intelligence (4 platforms)
- Market monitoring (3 topics)
- Weekly opportunity alerts
- 1 competitor tracking
- Trend Radar (weekly)
- Export PDF & CSV
- 90-day historical data
- Real-time alerts
- Multiple projects
Pro
Always-on intelligence with real-time alerts and buying intent.
- Everything in Starter
- 100 market analyses / month
- Real-time opportunity alerts
- 5 competitor tracking
- Monitoring 10 topics
- Buying intent detection *
- Voice of Customer dashboard
- Slack / email integration *
- 12-month historical data
* Coming soon — included in your plan at no extra cost when launched. Prices excl. VAT.
Frequently Asked Questions
Everything you need to know about Discury
Our AI analyzes your topic and generates targeted search queries across relevant subreddits. We scan thousands of posts, filter for relevance, and extract the most valuable insights — pain points, opportunities, and emerging trends.
Still have questions? Contact our team
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