What your customers actually want.
Always-on customer intelligence — mined from real conversations across Reddit, HackerNews, Stack Overflow and Product Hunt. Validated demand, before you build.
For founders, product teams and marketers who need to understand their market.
The 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.
Why SaaS Founders Are Abandoning AI for Boring Business Models
Founders are pivoting from AI wrappers to boring SaaS models that solve high-friction workflows; here is why manual validation beats tech demos.
Best Customer Feedback & Feature Request Tools: Reddit Analysis
Compare the best customer feedback and roadmap tools for SaaS. Reddit's take on Canny, FeatureUpvote, Productboard, and more.
Hidden Costs of Multi-Tool Outbound Stacks for Small SDR Teams
Small sales teams are facing 14% bounce rates and $400+/mo hidden costs in their outbound stacks. See the full breakdown of the RevOps-less SDR struggle.
Shopify vs. Etsy: Which is Better for Small Business? Reddit Analysis
Deciding between Shopify and Etsy? We analyzed Reddit's r/EtsySellers and r/shopify to compare fees, traffic, and scalability for small businesses.
Reddit Pulse — Week 19, 2026
Weekly digest of the most discussed topics across Reddit — Week 19, 2026. Trending discussions, emerging themes, and community insights.
The SaaS Aftermath: Why Growth, Pricing, and Complexity Drive Founders to Quit
Analyze why SaaS founders churn, shut down successful products, or migrate from expensive CRMs. Teardowns of Reddit threads reveal the hidden costs of growth and AI.
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.
Why SaaS Founders Are Abandoning AI for Boring Business Models in 2026
Founders are pivoting from AI wrappers to boring SaaS models that solve high-friction workflows; here is why manual validation beats tech demos.
r/SaaS · r/Entrepreneur
How Profitable Micro-Businesses Actually Run in 2026
Profitable micro-businesses prioritize operational grit over passive income. See what 15 Reddit threads reveal about building a sustainable SaaS today.
r/Entrepreneur · r/SaaS
Why the Tech Startup Wealth Myth Fails in 2026
By Tomáš Cina, CEO at Discury · AI-assisted research, human-edited The advice to pursue a tech startup as a primary vehicle for long-term wealth misses the.
r/startups · r/SaaS
Why Boring SaaS Ideas Outperform AI Wrappers in 2026: Lessons from r/SaaS
99% of tech startups fail; here is why r/SaaS founders are ditching AI wrappers for boring SaaS businesses that solve real, unsexy problems.
r/SaaS · r/Entrepreneur
Tech Startup Wealth Expectations vs Reality: What r/startups Threads Reveal
Founders at 95% of tech startups face financial instability. Here is what 8 Reddit threads reveal about the gap between startup hype and real wealth.
r/startups · r/SaaS
AI SaaS vs Traditional MicroSaaS: What Reddit Founders Actually Pay For and Why
Founders at $50K MRR often find AI-native tools commoditized; here is what 6 Reddit threads reveal about the trade-offs between AI and traditional SaaS.
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 Hidden Operational Friction of Multi-Tool Outbound Stacks
Small sales teams are facing 14% bounce rates and $400+/mo hidden costs in their outbound stacks. See the full breakdown of the RevOps-less SDR struggle.
The API Tooling Crisis: Why Developers are Fleeing Forced Sign-Ins and Telemetry
Developers are abandoning Postman and Insomnia due to mandatory accounts and cloud sync. See the full breakdown of offline-first, Git-native alternatives.
Why Static Design Mockups Fail Frontend Developers: The Edge Case Problem
Frontend developers struggle with static Figma files that lack responsive states and dynamic content edge cases. See the full breakdown of this design handoff problem.
The Outbound Paradox: Why High Reply Rates Are Killing Your Sales Meeting Quality
High reply rates but low meeting quality? Learn why your outbound campaigns are failing to filter for problem acuity and how to fix qualification drift. See the full breakdown.
The Static Mockup Trap: Why Developers Are Still Guessing Responsive Breakpoints
Frontend developers are forced to guess responsive behavior and edge cases when static mockups lack dynamic states. See the full breakdown of this design-to-code friction.
The Agency Gap: Why Modern PHP Staging and Rollback Workflows are Still Broken
Web agencies are stuck between outdated cPanel workflows and complex DevOps tools. Discover why staging-to-production workflows remain a major friction point in 2026.
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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