Stop guessing. Start knowing.
Submit a SaaS idea. We'll check if people actually want it: search demand, Reddit complaints, competitor weaknesses, funding threats, market size. You get a score out of 30 and a clear GO or PASS. PDF in your inbox.
In beta
naps-cli brings keyword research, Twitter/X, and your Search Console data into scripts and agent workflows. Commands return JSON. Naps-hosted access is by invitation, with Reddit available to enabled accounts.
Explore naps-cliThe research that would have told you takes 6-10 hours. Keyword tools, Reddit browsing, competitor spreadsheets, Crunchbase lookups. Most people skip it and start coding instead. We do it so you don't have to.
Each report runs through the same process. Here's what happens after you submit.
How many people search for this each month? How hard is it to rank? We pull volume, difficulty, and competition data. The sweet spot: 100-5K monthly searches, low difficulty, commercial intent.
We scan Reddit for real complaints. Upvoted frustration posts, people building their own spreadsheets, threads asking "is there anything better?" If the language is emotional, the pain is real.
Who else is doing this, what do they charge, and what do their users complain about? We dig through pricing pages, G2/Capterra reviews, and feature lists to find the gaps.
Has anyone raised a Series A in this space recently? Are AI startups piling in? If incumbents are coasting on old funding and bad UI, that is good for you. If they just raised $5M and are shipping fast, less good.
How big is this market and how many customers do you actually need? At $50/month, $1K MRR is 20 customers. We figure out if that is 0.1% of the market or 50%.
Six factors, each scored 1-5. 25+ is a GO. Under 15 is a PASS. You get the total, the breakdown, and a write-up explaining why, plus a recommended angle if we think it is worth pursuing.
PDF report + email summary.
Delivered within 24 hours.
Indie hackers
You have 3 ideas and time for 1. Find out which one has actual demand before you commit a weekend. Submit all three, compare the scores.
Solo founders
You've done this before. Built something, launched it, heard crickets. This is the sanity check that would have saved you 3 months.
Side project explorers
You don't need a business plan. You need to know: do real people have this problem, will they pay to fix it, and is anyone else already doing it well?
One credit, one validation report. Buy once, use anytime.
Your first report is free — no credit card required.
Submit your idea. Get your answer in 10-15 minutes.
First validation free. No credit card required.