D
Research
AI startup idea validation reports with 600+ source citations
Business ValidationMarket ResearchStartup Tools
DimeADozen.AI generates research-backed startup idea validation reports — typically 150+ pages with 600+ URL citations across 100+ named public sources (SEC filings, earnings calls, census data) — covering market size, named comparable companies, retention/unit-economics math, and a clear build-or-don't-build verdict. One-time purchase, no subscription.
- Best for
- Early-stage founders who want a source-linked, decision-grade read on whether to build a specific startup idea, before writing code or raising money.
- Pricing
- Free 4-dimension idea score (~2 min, no account). Paid one-time reports from $9 (Starter) to $129 (Entrepreneur, most popular); a 3-Pack of full reports costs $179. No subscription — credits don't expire. Custom Enterprise pricing available.
Core features
- • Free 4-dimension idea-score (Market Size, Competition, Timing, Execution)
- • 150+ page Entrepreneur validation report with 600+ typical URL citations
- • Named comp-set analysis with source-linked retention benchmarks
- • Unit-economics breakdown and cohort-fit analysis against public filings
- • Risk register with mitigation paths and execution requirements
- • Investor-memo skeleton and custom-branded PDF export
- • Pre-pivot cohort math: test your projected cohort against category-actual retention bands
- • Multi-market validation: cohort retention bands by geography + capex/density economics
Use cases
- 1. Deciding whether to build a specific startup idea before writing any code
- 2. Stress-testing a pivot by comparing projected cohort economics against public comp-set data
- 3. Comparing multiple idea variations side-by-side with the 3-Pack
- 4. Preparing a source-backed foundation for an investor pitch or memo
- 5. Replacing a $5,000+ consultant market study with a one-time $129 report
How to use
Describe your business idea (optionally attach supporting files), start with the free 4-dimension idea score, then purchase a Starter or full Entrepreneur report to get a source-linked validation report with named comparables, unit economics, and a build-or-don't-build verdict.
Pricing plans
Free
$0
- • 4-dimension idea score (Market Size / Competition / Timing / Execution) in ~2 min
- • No credit card, no subscription
- • Submit unlimited ideas
- • Personal use only
Starter
$9 (one-time)
- • 7-section focused validation read
- • 3 named comparable companies and what made them work
- • 3 concrete execution recommendations
- • Lifetime credit, upgradeable to full report anytime
Entrepreneur
$129 (one-time, most popular)
- • 150+ page report with full comp-set and source-linked retention benchmarks
- • Unit-economics breakdown + cohort analysis
- • Risk register with mitigation paths + execution requirements
- • Investor-memo skeleton, custom-branded PDF, commercial use
3-Pack
$179 (one-time)
- • 3 full Entrepreneur-tier reports (originals, variations, or pivots)
- • Same 150+ page depth per report
- • Saves $208 vs. buying three single reports
FAQ
Is DimeADozen.AI free to use?
A free 4-dimension idea score is available with no account or payment; deeper validation reports start at $9 (Starter) and $129 (full Entrepreneur report).
Is this a subscription?
No — DimeADozen.AI is entirely one-time purchases. Report credits don't expire and there's no recurring billing.
Can DimeADozen.AI produce a business plan for a bank or SBA loan?
No — it's built for a go/no-go build decision with source-linked market validation, not a bank-ready or SBA lender business plan document.
What kind of ideas is DimeADozen.AI best suited for?
Pre-build, English-speaking, consumer or early-stage tech-startup ideas. It's not designed for established businesses, non-tech niche verticals, or B2B-enterprise SaaS.
Where it holds up
- Reports are source-linked with typically 600+ verifiable URL citations across 100+ named public sources, not LLM-paraphrased guesses
- Named comparable companies with retention-curve math benchmarked against public filings (SEC, 10-Ks, S-1s)
- One-time pricing with lifetime credits — no subscription or recurring billing
- Free 4-dimension idea score available with no account or payment
- 14-day money-back guarantee with no forms or justification required
Where it falls short
- Best fit is narrow: pre-build, English-speaking, consumer/tech-startup ideas — explicitly not built for established businesses, non-tech verticals, or B2B-enterprise SaaS
- The full 150+ page Entrepreneur report is a real cost ($129) compared to typical AI subscription tools
- Does not produce a bank-ready or SBA-lender business plan document
