Validate ideas
before you build.
Stop wasting engineering hours on guesses. We scan Reddit, HN, and Indie Hackers to find real pain points and validate your SaaS concepts in seconds.
Pre-Launch Validation
On-Call Schedule Visualizer
Validation Verdict
Niche market but high specific pain. Competition is Medium (PagerDuty, OpsGenie) but they ignore small teams. Focus on 'Slack-native' and 'simplicity' to win.
Building in a vacuum is
startup suicide.
90% of SaaS startups fail not because they can't build, but because they build something nobody asked for.
The Silent Launch
"I spent 6 months building an app that made exactly $0 in revenue"
Dead-on-Arrival SaaS Product
"One thing I've learned after wasting much time building my own SaaS 'products'. Launching without an audience means nobody shows up."
I wasted 18 months building a product no one wanted.
"This is tough but sounds very familiar. When you enjoy coding it is easy to think that simply building is adding value and moving you forwards"
From hypothesis to
data in 60s.
Stop guessing. We automate the market research process so you can focus on building what people actually want.
Describe Your Idea
Paste your one-liner, landing page URL, or just a rough thought. Our AI analyzes your core value proposition and identifies the key assumptions that need testing.
We Find Real Pain
Our crawler scours thousands of posts from Reddit, Hacker News, and Indie Hackers. We look for mentions of your specific problem, filtering out noise to find raw, unfiltered user sentiment.
Get Your Scorecard
Receive a detailed breakdown of pain intensity, market size, and direct links to potential customers. We give you a validation score so you know if you should build, pivot, or kill the idea.
See the insights
others are missing.
We don't just give you numbers. We give you the exact words your future customers are using to describe their pain, so you can build exactly what they need.
Developer Sentiment
Real-time analysis of technical sentiment on Hacker News and specialized subreddits to understand the developer mindset.
Pain-Solution Matching
Our AI maps specific complaints to your proposed features to highlight your 'Killer Wedge' and market entry point.
Pre-Launch Validation
On-Call Schedule Visualizer
"Best PagerDuty Alternative? Lets be honest PagerDuty is expensive and full of feature bloat."
"The web UI and the limitations around overrides, paging groups, escalation policies etc are all real and makes me wonder: how is it possible that a behemoth in the space like PD is stagnating like that?"
Validation Verdict
Niche market but high specific pain. Competition is Medium (PagerDuty, OpsGenie) but they ignore small teams. Focus on 'Slack-native' and 'simplicity' to win.
Questions? We got answers.
We use a combination of official APIs and real-time indexing of popular developer forums. Our AI then filters out the noise (shill posts, spam) to find high-signal complaints and feature requests.
Preflite provides a 'community signal' rather than a definitive binary 'yes/no'. It identifies if people are actively complaining about the problem you want to solve. High pain intensity usually correlates with higher willingness to pay.
While we specialize in SaaS, our data sources (Reddit, IH) are great for any digital product or service focused on developers, designers, and entrepreneurs.
Pain Intensity is our proprietary metric (1-10) based on the frequency of mentions, the sentiment of the language used (e.g., 'frustrated' vs 'annoying'), and the engagement on those threads.
We offer a 100% refund on Indie and Founder plans if you're not satisfied with the data quality. We want you to build great things, not worry about $29.