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Niche Sonar
Daily AI-ranked tech pain points scored by market demand.
Stop guessing what SaaS to build. Niche Sonar scans Hacker News, GitHub, Stack Overflow, and Product Hunt daily to surface real user frustrations. Get a ranked feed of validated opportunities scored by demand. 3 free signals refresh every morning at 6:00 AM.
Top comment
"Hey Product Hunt! 👋As a developer, I’ve wasted months building apps that nobody used. I realized the best ideas aren't invented—they are discovered in the comment sections and issue trackers of tools people already use.I built Niche Sonar to automate market research. It pulls from the biggest tech hubs, strips the noise, and ranks problems by actual demand signals.To celebrate the launch, today's 6:00 AM free tier signals are live on the dashboard right now. I'll be here all day to answer questions about the tech stack, the AI scoring, or data pipelines. Let me know what you think!"
About Niche Sonar on Product Hunt
“Daily AI-ranked tech pain points scored by market demand.”
Niche Sonar was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #143 on the daily leaderboard. Stop guessing what SaaS to build. Niche Sonar scans Hacker News, GitHub, Stack Overflow, and Product Hunt daily to surface real user frustrations. Get a ranked feed of validated opportunities scored by demand. 3 free signals refresh every morning at 6:00 AM.
On the analytics side, Niche Sonar competes within SaaS — topics that collectively have 42.5k followers on Product Hunt. The dashboard above tracks how Niche Sonar performed against the three products that launched closest to it on the same day.
Who hunted Niche Sonar?
Niche Sonar was hunted by Steven Davies. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Niche Sonar including community comment highlights and product details, visit the product overview.