Research
DimeADozen.AI
One-time, source-linked startup idea validation reports with 600+ citations, no subscription
DimeADozen.AI validates a startup idea with a research-backed report instead of a chatbot's guess: a named comp-set, retention and unit-economics math, and typically 600+ URL citations across 100+ named public sources (SEC filings, FTC/regulatory disclosures, census and zip-code economics, earnings calls) that you can check yourself. It's a one-time purchase, not a subscription — start with a free 4-dimension idea score, a $9 Starter report (7 sections), or the full $129 Entrepreneur report (150+ pages, unit-economics breakdown, risk register). It's explicitly built for pre-build, English-speaking tech-startup and consumer ideas, not bank-ready business plans, enterprise B2B validation, or non-English markets.
- Best for
- Early-stage founders deciding whether to build a specific tech-startup or consumer idea, before writing code or raising money, who want source-checkable evidence instead of an AI chatbot's opinion
- Pricing
- Free 4-dimension idea score (no card required); one-time paid reports from $9 (Starter, 7 sections) to $129 (Entrepreneur, 150+ pages) to $179 (3-Pack, 3 Entrepreneur reports); 14-day money-back guarantee, no subscription
Core features
- • Free 4-dimension idea score (Market Size, Competition, Timing, Execution)
- • 150+ page Entrepreneur report with 600+ typical URL citations
- • Named comp-set with source-linked retention benchmarks
- • Unit-economics breakdown and cohort analysis
- • Risk register with mitigation paths and execution requirements
- • Investor-Ready add-on ($299): VC objection-prep and a one-page brief
- • Custom-branded PDF and commercial use rights
- • CustomReport plan for agencies to deliver white-labeled reports to clients
Use cases
- 1. Deciding whether to build a specific startup idea before writing code
- 2. Comparing your projected cohort economics against real comp-set retention bands
- 3. Stress-testing a pivot by validating the original idea plus two variations
- 4. Agencies delivering white-labeled idea-validation research to clients
How to use
Start with the free 4-dimension idea score (no card needed) to get a directional read, then buy a $9 Starter report for a focused 7-section validation, or go straight to the $129 Entrepreneur report for the full 150+ page, source-linked analysis. Upgrade a Starter report to Entrepreneur at any time using the same idea.
Pricing plans
Free
$0
- • 4-dimension idea score (Market Size, Competition, Timing, Execution)
- • No credit card, no subscription
- • Unlimited ideas scored
- • Personal use only
Starter
$9 (one-time)
- • 7-section focused validation report
- • 80+ URL citations
- • Lifetime credit, no expiry
- • Upgradeable to Entrepreneur report
Entrepreneur
$129 (one-time)
- • 150+ page report, 600+ typical URL citations
- • Named comp-set with source-linked retention benchmarks
- • Unit-economics breakdown + cohort analysis
- • Risk register with mitigation paths, commercial use
3-Pack
$179 (one-time)
- • 3 full Entrepreneur-tier reports
- • For testing variations or a pivot side-by-side
- • Saves $208 vs. buying 3 individually
- • No expiry
FAQ
Is DimeADozen.AI a subscription?
No. Every paid tier (Starter, Entrepreneur, 3-Pack) is a one-time purchase with credits that don't expire, backed by a 14-day money-back guarantee.
How is this different from asking ChatGPT to validate my idea?
Reports are source-linked to typically 600+ URL citations from named public filings and disclosures (SEC filings, census data, earnings calls) that you can check yourself, rather than an AI chatbot's paraphrased, unsourced opinion.
Is DimeADozen.AI right for any type of business idea?
It's built for pre-build, English-speaking tech-startup and consumer ideas comparable to US/UK/AU markets. It explicitly isn't the right fit for bank-ready business plans, established businesses, niche B2B-enterprise verticals, or non-English-speaking markets.
Where it holds up
- One-time pricing with no subscription or recurring billing — credits don't expire
- Every claim is source-linked (typically 600+ URL citations from named public filings and disclosures) so you can verify it yourself instead of trusting an AI's word
- Free idea score requires no card and gives a directional read before you commit to a paid report
Where it falls short
- Explicitly not built for non-English-speaking markets, niche B2B-enterprise verticals, or bank/SBA-ready business plans — a mismatched use case will produce a weak report
- Full evidence-based depth (unit economics, retention benchmarks, risk register) is locked to the $129 Entrepreneur tier; the $9 Starter report is a lighter 7-section read
- Best fit is narrow: pre-build, US/UK/AU-comparable tech-startup or consumer ideas — it says outright it's not the right tool for scaling an established business or specialty regional verticals
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