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.
Best Barebone Mini PCs for HomeLab 2024: Reddit's Top Picks
Find the best Mini PCs for Proxmox, Plex, and home automation. Reddit's top recommendations for Intel NUC alternatives and Beelink vs Minisforum.
is 2026 too late to launch a saas — r/SaaS
By Tomáš Cina, CEO at Discury · AI-assisted research, human-edited Across 15 threads, one pattern repeats: the "SaaS is dead" narrative is a distraction fro.
Reddit Pulse — Week 17, 2026
Weekly digest of the most discussed topics across Reddit — Week 17, 2026. Trending discussions, emerging themes, and community insights.
The Static Mockup Gap: Solving Responsive & Edge Case Design Handoffs
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.
Best CRM Software — Reddit Analysis
Comprehensive analysis of CRM discussions on Reddit. See which CRMs users actually recommend, which they're switching from, and why.
Is HelloFresh Worth It? Reddit Cost and Quality Comparison
Analyze Reddit's consensus on HelloFresh. Is the meal kit service cheaper than grocery shopping? Real data on portion sizes and quality.
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.
is 2026 too late to launch a saas — r/SaaS
By Tomáš Cina, CEO at Discury · AI-assisted research, human-edited Across 15 threads, one pattern repeats: the "SaaS is dead" narrative is a distraction fro.
r/SaaS · r/Entrepreneur
Why SaaS founders are rejecting AI slop marketing in 2026
SaaS founders are rejecting low-effort AI marketing content in 2026. See what r/SaaS threads reveal about the shift toward high-signal, human-led growth.
r/SaaS · r/Entrepreneur
Why Bootstrapped Teams Quit Expensive CRM and SaaS Tools: A 2026 Analysis
Bootstrapped teams often pay thousands for unused enterprise software. Here is how to audit your SaaS stack and cut operational waste effectively.
r/smallbusiness · r/SaaS
Exit Strategies for n8n AI Automation Agencies: What 2026 Data Reveals
Scaling an n8n AI automation agency requires moving from bespoke services to repeatable outcomes. Here is how founders prepare for an exit in 2026.
r/startups · r/SaaS
AI Coding vs. Manual Coding for SaaS: What r/SaaS Founders Actually Build
Founders report AI coding tools handle 75% of tasks but create massive security debt. Here is how to balance AI speed with production-grade architecture.
r/SaaS · r/Entrepreneur
Why SaaS Founders Fail to Monetize AI Content Tools and How to Pivot
Founders often build AI tools that solve for content creation rather than business outcomes. Here is why AI-first startups struggle to monetize.
r/Entrepreneur · r/SaaS
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.
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.
Why Small SDR Teams are Drowning in Fragmented Tooling and Hidden Costs
Small SDR teams are paying 4x the sticker price for outbound tools due to data verification gaps and integration debt. See the full breakdown of the $430/mo reality.
The Agency Hosting Gap: Why SMBs are Stuck with Legacy Panels
Agencies are stuck with messy legacy hosting panels. Explore why the gap between cPanel and complex DevOps tools remains a validated problem for SMBs.
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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