An AI analyst that sweeps your idea for mines

Find the mines
before you spend.

Describe an idea. In 10–20 minutes you get a report: where the mines are, the cheapest way to test each one, and how to route around them.

The breakdown is free; it takes an email login. What you write here comes with you.
Try
See a sample report →
HoldsUnclear, flaggedFails — that's a mine
Food bank map231
Assumption 2Fails
Users will switch to a new tool
Plenty of similar apps exist, and Google Maps answers directly.

Three steps,
one coffee.

Same process every time: break the idea down, check the evidence, then show you the way around.

A food bank map that helps people find food…
01
Break it down

Split the idea into the assumptions that all have to hold, and judge each one on its own.

E9$10 / 1K searches
02
Check the evidence

Research each assumption online, citing only pages that were fetched and archived.

Go, with changes
The map isn’t the gap. “Who’s open today” is.
03
Get the report

A verdict, the cheapest tests and alternative directions — ready to share.

We only cite
what we actually read.

To cite a page, the analyst has to fetch it, archive it and get an ID. Every quote is then checked word for word: mismatches go back for a fix, and anything still wrong after two tries is cut.

Every ID is in the evidence ledger
Quotes are matched word for word
Every verdict is backed by evidence
Word-for-word checkRound 1 · 21 sources
preuve.aiE1
… a viability score, market size overview, and 2 competitor previews. Founder Report: $29 one-time for the full 18-section analysis with up to 15 competitors, go-to-market plan, demand signals, source-linked evidence, 3 pivot directions
Example
A quote that isn’t in the page it cites.
Didn’t match the source twice, so it was cut.
Web searchE22
Searched and found nothing — logged anyway.
"validate my business idea" OR "validate business idea" keyword monthly search volume

Sources cited in the sample report

19 sources, each archived and checked word for word
Idea Validation Pricing (2026): Free, $29, $499 Plans
preuve.ai/pricing
E1
… score, market size overview, and 2 competitor previews. Founder Report: $29 one-time for the full 18-section analysis with up to 15 competitors, go-to-market plan, demand signals, source-linked evidence, 3 pivot directions, unlimited Starter Scans, MCP access to use the report …
Web · 2026-09-30✓ Verbatim match
DimeADozen.AI Pricing
dimeadozen.ai/pricing
E2
… main menu EN Log in Start your $9 Starter Pricing plans Paid reports start at $9 (the Starter, a 7-section report of typically 20+ pages, with 60+ URL citations); the full Entrepreneur report is $129 (typically 100+ pages); the idea score is free. One-time prices, no subscription. Validate an idea, explore a whole set of ideas, or run …
Web · 2026-09-30✓ Verbatim match
Why Startups Fail: Top 9 Reasons l CB Insights
cbinsights.com/research/report/startup-failure-reasons-top
E7
… fail? Capital running out is where these stories end. The more telling causes — poor product-market fit (43%), bad timing (29%), and unsustainable unit economics (19%) — reveal why the capital dried up in the first place. Since many startups cited multiple reasons for their …
Web · 2026-09-30✓ Verbatim match
Best Startup Idea Validation Tools (2026): An Honest, Sourced Comparison
dimeadozen.ai/best-startup-idea-validation-tools-2026
E10
… comparison isn't feature-for-feature — it's lane-for-lane. Preuve AI leads with a fast, live-data verdict and a $29 one-time report, with optional monthly re-scans (per preuve.ai/pricing, September 2026); ValidatorAI leads with a free AI score and advice (as of September 2026). DimeADozen.AI's distinct lane is the one-time, …
Web · 2026-09-30✓ Verbatim match
Best Idea Validation Tools (2026): 20 Alternatives Compared
preuve.ai/compare
E14
… tiers and one-time plans. Preuve AI costs $29 one-time. Only DimeADozen, IdeaProof, Verdikt, IdeaBrowser, Gaplyze and FindMeIdea also link any sources; the rest rely on AI-generated analysis or planning workflows without external data verification. We compare public pricing, source quality, report depth, …
Web · 2026-09-30✓ Verbatim match
1-year survival rates for new business establishments by year and location : The Economics Daily : U.S. Bureau of Labor Statistics
bls.gov/opub/ted/2024/1-year-survival-rates-for-new-business-establishments-by-year-and-location.htm
E19
… establishments by year and location March 04, 2024 Survival rates for new business establishments vary from year to year due to several factors, including the business cycle, industry, and location. In recent years, 1‑year survival rates (that is, an …
Web · 2026-09-30✓ Verbatim match
Roast My Startup Idea
dontbuildthis.com/roast
E21
… makes this different from other startup validation tools? Most validation tools tell you what you want to hear. DontBuildThis gives you brutally honest feedback designed to save you time and money before you build the wrong thing. Our AI is trained to identify weaknesses, not just …
Web · 2026-09-30✓ Verbatim match
Case Study: AI Business Idea Validator makes $8K/m Profit in 5 months
indiehackers.com/post/case-study-ai-business-idea-validator-makes-8k-m-profit-in-5-months-8306a4dd08
E25
… strategies, potential risks, MVP, amongst many others. Since its launch in March of 2023, Dime A Dozen has been able to attain a total of 900+ paid users and a total of $32,000 in profit. Business Model: This AI business runs on a B2B charging …
Web · 2026-09-30✓ Verbatim match

It scores
live products, too.

Paste a URL. Scout digs through the site — even its front-end bundle for pricing and vendors — then scores it on one framework so you can compare side by side.

See a comparison →

The breakdown is free.
The full report is $29.

See what your idea rests on before you pay anything. Pay only when you want every assumption checked against evidence.

Write down your idea
Breakdown
Free
  • The 6–10 things that must be true for your idea to work
  • Which of them the whole idea rests on
  • Ready in about a minute
Full report
$29per report
  • Every assumption researched online, every quote checked word for word
  • A way around each mine, and the cheapest way to test it
  • Who already tried it, alternative directions, next steps in order
  • A web page and a PDF you can send to anyone

FAQ

Open one, flip a tile.

Breaking your idea into assumptions is free. The full report, with every assumption checked against evidence, is $29.