We aggregate 1200 market signals + real-time data feeds and run 120 validation checks to find validated startup opportunities with perfect timing: market signals, competitive gaps, demand validation, technical feasibility, a real wedge + a full execution plan.
👋 Hey Product Hunt!
Most people are building the wrong stuff. They waste months on mainstream ideas with no clear market gap. No real pain. Bad timing.
We built NuggetFinder to fix this ⛏️
We run a venture studio and built this to scratch our own itch. Timing is more important than market size, team, or even the product itself. And most builders get timing wrong. So did we. Not anymore.
What it does:
We analyze 1200 real-time market signals. Google Trends, search volumes, Reddit communities, patent filings, new legislation, VC funding rounds, job postings. Everything that matters for timing.
What you get:
Each nugget comes with confidence, urgency, and complexity scores. You see the exact problem, the solution, why now matters, competitive gaps, revenue models, and execution plans. Real validation, not guesswork.
Example nuggets:
→ VITA e-invoicing compliance tool (mandatory by 2025, 24M SMEs need a fix or face fines)
→ Real-time deepfake KYC checker (EU AI Act + GPT-4o = stop fake videos during onboarding)
→ Eco compliance dashboard for beauty brands (CSRD + greenwashing fines = $3k/mo urgency)
→ Senior fitness app with mobility support (fastest growing age group, high dropout from generic workouts)
→ Photoreal virtual makeup plugin (phone cameras + ML = cut returns 8%, boost trust)
→ Real-time nutrition advisor (GPT-5 + wearables = personalized swaps that extend healthy life)
Two ways to use it:
Browse hundreds of pre-validated nuggets
Prompt our prospector to mine custom nuggets based on your skills and constraints
Build boring. Build niche. Build with perfect timing.
Would love your feedback and questions!
Graphify
Hey, congrats on the launch. I just tested it and it did a really good job in identifying ideas. I tried a bunch of Tools, but in terms of quality this was the best.
@hussein_r Thank you!!! Hope you'll claim a nugget today :)
This has to be a game changer for a whole bunch of Indie Devs, amazing work guys, congrats!
@joris_jansen1 Thanks for the support! Hope you find some nuggets in there as well 🤗
Wow this looks pretty cool really excited to check it out. Its always super helpful to have as much validation as possible before spending hours on building. Very cool 🔥
Timing intelligence will be the defining edge of the next generation of founders — keen to explore it firsthand.
After dontbuiltthis I was curious to see how this one would look like, and it's even better! I'm loving it so far :)
Revel.xyz
looks good. i always wonder if the "generating ideas..." stuff is made to deliberately take a long time so it looks like it's doing more work!
out of interest what are you using to run your job queues?