Paste your idea in one sentence. We do the painful research — Reddit complaints, HN threads, competitor pricing, customer archetypes, distribution analysis — and send back a verdict in under 15 minutes. Red, yellow, or green. No fluff.
Direct checkout is coming. For now, email us — same $5, same 15 min.
Every report follows the same structure. Every claim links to a real source. Every section either kills the idea cleanly or earns the next page.
The verdict and the reasoning, up front. If we kill the idea, you can stop reading after this box.
Every shipped competitor we can find — pricing, traction signals, where they're weak.
5+ real quotes from Reddit, HN, G2, App Store reviews. Linked to source. Not paraphrased.
2-3 fleshed-out personas: workflow today, what they currently pay for, willingness to pay you.
What the market will actually pay, with comparable products and revenue benchmarks.
Realistic MVP timeline broken down by week, with infra and API costs at each stage.
API pricing, store fees, regulatory friction, anything that doesn't show up until launch day.
Real channels with realistic CAC. Not "post on Twitter." First-week tactics, by name.
5-8 specific ways this dies, in order of likelihood, with mitigations.
If the main idea fails, 2-3 pivots that reuse the work and reach better markets.
Six axes scored 1-10. Composite verdict. The numbers behind the red/yellow/green.
How we did the research. Every source listed. Every AI-drafted section marked.
This is a real report we ran on the idea "AI Reddit thread summarizer Chrome extension, $5/mo subscription." Verdict: RED. Twelve competitors already shipped; the entire discourse contains zero monetization signals.
The full pipeline ran end-to-end on these. One landed in the yellow band — a real market, but a crowded one. The other cleared green on founder-market-fit and B2B infra fundamentals.
Real paying segment and a large TAM, but a saturated category dominated by Gong, Chorus, Fireflies, Otter. Composite 4.22 — just inside yellow. Distribution moat is the gating question, not the product.
Read the full report →So AI agents can issue refunds and check transactions. B2B infra, low free-signal penalty, strong founder-market-fit in the Indian SaaS network. Composite 6.69 — cleanly past the green threshold.
Read the full report →Direct checkout is being wired up this week. Until then, the founder-grade option works: email us your one-sentence idea, you'll get the report back same-day for $5 — exactly the same flow.
No subscription. No upsell ladder. No calls.
You shouldn't take it on faith. Every claim in the report links to a source. If our reasoning is wrong, the evidence is right there for you to disagree with.
You can. ChatGPT will tell you almost every idea is "promising" and confidently fabricate market sizing. Our reports cite real Reddit threads from this month, with usernames and timestamps. The difference is verifiability.
We sign an NDA for free on request. Most ideas aren't unique enough to need one, but we understand the worry.
If the report doesn't surface at least three things you didn't know — reply to the delivery email. Your next report is free, no questions. (At $5, the operational math on a refund is wonky; the do-over is the better promise.)
A solo founder plus an AI research pipeline. The early reports are roughly half human, half machine — and we tell you which sections were drafted by which. As the methodology matures, we'll move toward more automation and clearer disclosure.
Yes, but with caveats noted up front. We won't give regulatory advice. We will tell you who's already operating in the space and what the typical path-to-launch looks like.
Those are subscription tools you query yourself. This is a one-off service where we do the work and write the verdict. Pick this if you have 1-3 ideas to validate; pick a subscription if you're validating 20+ a year.