Startup Machine / Founder Resources
Fewer opinions.
Better decisions.
Field-tested frameworks for validating an idea, scoping the right MVP, choosing AI startup tools, and running a focused month of founder work.
How to Validate a Startup Idea Before You Build
A practical seven-day startup idea validation process with interview questions, evidence thresholds, and a go, pivot, or stop scorecard.
Validation field guide12 min read02
Startup MVP Plan: Scope a Testable Product in One Week
Use this startup MVP planning framework to choose one outcome, cut premature features, define success metrics, and launch a focused first test.
MVP planning template11 min read03
AI Startup Builder Guide: From Idea to a Go/No-Go Decision
Learn what an AI startup builder should research, produce, and verify—and how to distinguish a decision workflow from a generic business-plan chatbot.
Buyer’s guide10 min read04
30-Day Founder Execution Plan and Weekly Template
A focused 30-day founder execution plan with weekly outcomes, a decision log, operating cadence, and metrics that prevent busywork.
Founder operating system11 min read05
The 48-Hour Startup Evidence Sprint
A practical, source-linked guide to collect problem, demand, competition, economics, and risk evidence before building, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Deep founder guide10 min read06
TAM Without Theater: Bottom-Up Market Sizing for Founders
A practical, source-linked guide to calculate reachable accounts, usage, price, and adoption cases, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read07
Competitor Research Pack That Goes Beyond Feature Grids
A practical, source-linked guide to map alternatives, buyers, distribution, proof, pricing, and strategic gaps, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Deep founder guide10 min read08
How to Read Competitor Claims Without Repeating Them as Facts
A practical, source-linked guide to build a claim-evidence ledger, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read09
Ten Customer-Interview Questions That Don’t Beg for Validation
A practical, source-linked guide to elicit past behavior, stakes, workarounds, and buying process, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read10
MVP Scope: The Smallest Test That Can Disprove Your Bet
A practical, source-linked guide to define falsifiable behavior and a narrow delivery mechanism, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read11
Use Current Census and BLS Data in a Startup Brief
A practical, source-linked guide to find timely formation, employment, wage, and industry data with caveats, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read12
When “No Direct Competitors” Is a Warning, Not an Advantage
A practical, source-linked guide to distinguish whitespace from missing demand or category friction, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read13
Go / Revise / Park / Kill: Decision Criteria for Startup Ideas
A practical, source-linked guide to decide with precommitted thresholds and documented uncertainty, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Evidence-led founder guide5 min read14
SCORE-Compatible Business Plan Evidence + First 30 Days
A practical, source-linked guide to map validated risks into a conventional plan, weekly experiments, owners, spend caps, and review gates, with a repeatable workflow, evidence ledger, checklist, and decision gate.
Deep founder guide10 min read