STUD
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Three-stage fit evidence register

A fit evidence register compiling your progress across the three VPC fit stages, each stage backed by typed, described evidence.

You receive: JSON with: evidenceItems (array of {id: string, fitStage: 'problem-solution'|'product-market'|'business-model', evidenceType: 'interview'|'survey'|'experiment'|'sales-data'|'analytics'|'observation', description: string}).

Part of Launch Product

Example

A sample of what this play produces. Your result is generated for your inputs.

IdFit StageEvidence TypeDescription
PS-1problem-solutioninterviewFounder-user interviews with solo and early-stage founders during the soft launch: the recurring pain named is re-explaining the business in every AI session and carrying outputs somewhere by hand before they go stale, matching the problem STUD targets.
PS-2problem-solutionobservationDogfood observation: STUD runs its own strategy, pricing, and legal work through its plays. A fact stated once in the workspace flows into every later run, removing the restate-the-business step the blank prompt box forces.
PS-3problem-solutionexperimentCatalog experiment: replacing the blank prompt with a ready-made play plus a short intake that fills itself from workspace facts; deliverables land structured and pass an acceptance check before they count, versus untracked chat output.
PM-1product-marketanalyticsCatalog usage during the pre-revenue soft launch: 265 plays across 14 playbooks live and settling, with plays priced 250 to 1,000 credits ($10 to $40) per run; most plays cost 500 credits ($20).
PM-2product-marketsurveyWaitlist intent survey (illustrative launch scenario): 200 launch signups, 40 activated buyers in month 1 (bought a first pack and ran a play), 25 retained at month 3, about 1.25 plays per active buyer per month at the typical 500-credit price.
BM-1business-modelsales-dataPublished pack structure at launch (credits v3): prepaid credit packs at $20 (500 credits), $40 (1,000 plus 50 bonus), $100 (2,500 plus 250 bonus), $200 (5,000 plus 750 bonus), with annual prepay packs at $240 and $720; purchased credits never expire and are spent only on an accepted run; illustrative first-pack mix 60:25:10:5, average first pack $42.
BM-2business-modelanalyticsUnit-economics model (estimated): gross margin modeled at 85 to 90 percent at launch pack prices with a $0.04 credit peg; illustrative content-led CAC about $40 against about $300 average annual revenue per account (about $25 a month in packs).

Opens soon

Cost50 credits
ProtectionSpent when the run starts · returned only if STUD is at fault

STUD opens runs for everyone soon, on every play at once.

Get early access to STUD the day it goes live.