How Applied Product & Venture Design makes money, which model we recommend, and the pricing tiers we ship at launch. This is the working policy — every number below is a starting hypothesis to be tested, not a settled fact.
Last reviewed: 2026-07. See the Content Refresh Cadence doc for the review schedule.
Business model comparison
Five plausible models, per the PRD. The table is reproduced verbatim in spirit; the prose below it is the readable version.
| Model | Description | Pros | Cons |
|-----------------------------|----------------------------------------------------|----------------------------------------|-----------------------------------------|
| Subscription (B2C) | Monthly/annual plan for individuals or teams. | Recurring revenue, scales globally. | Price-sensitive market; needs a strong |
| | Unlimited access to all missions & tools. | Learners pay as they learn. | acquisition channel. |
| Enterprise / LMS licensing | Site-license to companies, universities, and | High ARPU, lower churn on contract. | Long sales cycle. Custom integration |
| (B2B2C) | bootcamps to train employees/students. | Branding credibility. | (SSO, LTI) required. |
| Freemium + Premium | Free basic missions + paid advanced modules | Low barrier to entry, viral growth. | Free-to-paid conversion must be |
| | and certificates. | Premium for certs/advanced content. | optimized; content gating is complex. |
| Per-course fee (MOOC-style) | Sell cohorts or mission bundles as one-off | One-time sales; easy per-course | Less predictable revenue; encourages |
| | courses, like Udemy. | marketing. | low engagement after purchase. |
| Services / Certifications | Revenue from mentors, live workshops, or | High margins; leverages community | Hard to scale. Relies on reputation. |
| | official certificates. | events. | |
In plain terms:
- Subscription (B2C). Individuals pay monthly or annually for unlimited access to all missions, simulators, and tools. Pros: recurring revenue, scales globally, learners pay as they learn. Cons: the market is price-sensitive and the model lives or dies on a strong acquisition channel.
- Enterprise / LMS licensing (B2B2C). Site licenses for companies, universities, and bootcamps that train employees or students. Pros: high ARPU, lower churn while a contract runs, institutional credibility. Cons: long sales cycles and custom integration work (SSO, LTI 1.3).
- Freemium + Premium. Free basic missions, paid advanced modules and certificates. Pros: low barrier to entry and viral growth potential. Cons: free-to-paid conversion has to be engineered carefully, and gating content adds product complexity.
- Per-course fee (MOOC-style). Sell cohorts or bundles of missions as standalone courses. Pros: one-time sales, straightforward per-course marketing. Cons: revenue is lumpy and buyers tend to disengage after purchase — the opposite of what a practice-based course needs.
- Services / Certifications. Mentor sessions, live workshops, official certificates. Pros: high margins, builds on community events. Cons: does not scale, and depends on a reputation we have not earned yet.
Recommendation: hybrid Subscription + Enterprise
We run a hybrid model: individual monthly/annual subscriptions plus separate enterprise licensing deals, as the PRD recommends.
Why this pair:
- The course is a habit, not a one-off purchase. Weekly missions, spaced recall, and streaks all assume continuous engagement — a subscription aligns what we charge with what we deliver.
- Enterprise licensing monetizes the same content a second time at higher ARPU and lower churn, and the buyers (bootcamps, universities, corporate L&D) already run structured cohorts, which our mission sequencing fits naturally.
- The two motions share one content base and one analytics pipeline. Per-course sales and standalone services would fragment both.
The free tier below does the job freemium would otherwise do — top-of-funnel — without making "free vs. paid" the identity of the product.
Pricing tiers
Four tiers at launch, per the PRD:
- Free — $0. A limited set of missions and basic community access. Purpose: drive sign-ups and let learners feel the mission loop (cold open → guess → lesson → artifact) before paying. It is a demo of the pedagogy, not a crippled product.
- Standard — $20/month, 7-day free trial. The full course: all mission categories, the AI tutor, simulators, calculators, and a certificate of completion. This is the anchor tier; $20/month sits in the range of mainstream consumer learning subscriptions, which the research appendix tasks us to benchmark before we treat it as validated.
- Premium — $50/month. Everything in Standard plus mentor office hours, premium case studies, and team channels. Justification: the marginal cost here is human time (mentors), so the tier must carry a meaningful premium; it also gives high-intent founders a reason to self-select upward.
- Enterprise — custom pricing. For organizations buying more than ~100 seats: SSO, LMS integration (LTI 1.3), cohort admin tools, and usage analytics. Priced per seat or usage, negotiated per contract.
Annual billing gets a discount (target: roughly two months free); exact figure is one of the experiments below.
Planned pricing experiments
The PRD directs us to design tiers and then simulate A/B pricing rather than trust our first guess. Planned experiments, in priority order:
- Standard price point. A/B the anchor tier around $20/mo (e.g. $15 / $20 / $25 cells) on new-visitor cohorts. Decision metric: trial-to-paid conversion × price, not conversion alone.
- Trial length. 7-day vs. 14-day free trial on Standard. Decision metric: paid conversion at day 30 and mission completion during trial (a trial long enough to finish two missions may convert better).
- Annual discount depth. 2 months free vs. 3 months free on annual plans. Decision metric: 12-month net revenue per subscriber, factoring refunds.
- Free-tier ceiling. How many missions the free tier includes (e.g. 3 vs. 5) before the paywall. Decision metric: free-to-trial conversion vs. free-user activation; the free tier must stay good enough to demonstrate the product.
- Premium composition. Whether mentor office hours or premium case studies drives Premium upgrades — vary which benefit leads the upgrade screen. Decision metric: Standard-to-Premium upgrade rate.
- Enterprise packaging. Per-seat vs. usage-based quotes in early enterprise conversations (a sales-led test, not an A/B). Decision metric: close rate and effective ARPU per seat.
Rules for all experiments: one variable at a time, pre-registered decision metric, minimum cohort sizes set before launch, and results recorded in the analytics pipeline (see the analytics spec doc). No price shown to an existing subscriber changes mid-cycle.
Go-to-market notes
- Partnerships first. The PRD flags partnerships with startup incubators and training programs (e.g. offering the course alongside programs like YC Startup School) as an adoption accelerator. These double as enterprise pipeline.
- Free tier as channel. The free missions plus community access are the primary organic acquisition loop; content marketing and the artifact portfolio (learners sharing their venture briefs) reinforce it.
- Enterprise follows B2C proof. We sell licenses on engagement data — mission completion and artifact quality metrics from the consumer product are the sales deck.