Validate your startup ideabefore you build it
Competitor-site pricing & features, plus search and Hacker News — Full adds Reddit user voice. Every insight links to a real source.
We don't make up data. Every insight links to a real source.
New users get 2 free Basic reports.
Sample report
11 cited sourcesExecutive Summary
An AI invoice tracker for freelancers shows strong demand signals but faces crowded competition. Differentiation via niche vertical focus and proactive AI collections is recommended.
- Executive Summary
- Market Landscape
- Competitor Analysis
- Demand Signals
- Risks
- Recommendations
Includes Basic & Full samples · Materials tab with raw sources
Real sources, not AI guesses
Every report is built from data we actually collect and cite.
Competitor sites
Pricing, features & positioning (crawled)
Web Search
Market & demand discovery
Hacker News
Technical & founder demand signals
Real user pain — Full report only
What you get in every report
A structured diagnostic — built from real data you can click through and verify.
Market demand signals
Competitor landscape
User voice & action plan
How it works
From a one-line idea to a sourced report in minutes.
From one line to a decision
Your idea in one sentence
Auto-collect: competitor sites · search · Hacker News · Reddit (Full)
Structured report: Market · Competitors · User voice · Action plan
Every insight linked to a source · Export PDF & raw materials
Built for founders who want proof
- Pay per report — no subscription lock-in
- Every insight links to a real source
- Honest by design — low data means lower credits charged
Frequently asked questions
How is this different from ChatGPT?
ChatGPT writes from memory and can't show you where its claims come from. We actually collect data from search, Hacker News, Reddit and competitor sites, and every insight in your report links to a real, clickable source.
What's the difference between Basic and Full?
It's about data depth, not just length. Basic uses Search + Hacker News for a fast scan (~60s, 4 chapters). Full adds Reddit user voice and competitor-site crawling for a deep dive (3–5 min, 6 chapters).
Where does the data come from?
Public web search, the Hacker News API, public Reddit discussions, and public pages of competitor websites. We keep every source so you can verify each conclusion yourself.
What if there's no Reddit discussion for my idea?
We fall back to other sources and tell you honestly when a signal is thin — and we charge fewer credits when data is limited.
Do I get charged if a report fails?
No. Failed reports are fully refunded as credits automatically. When data is sufficient but limited, we charge less.
What do new users get for free?
New accounts get 20 credits — enough for 2 Basic reports (~60 seconds). No card required. Full reports cost 30 credits.
Can I export the report and raw materials?
Yes. You can export a PDF, and download all collected source materials as JSON or Markdown.
What kind of ideas does it work best for?
Today we have templates for SaaS and AI tools. More industry templates are on the way.