Why launch math beats audience math
Most creators obsess over total audience and ignore the funnel. A 10k-follower account with 20% email capture and a 3% launch conversion sells 60 courses per launch — same as a 60k-follower account with 5% email capture and a 2% launch conversion. The difference: the 10k account has built a real owned channel and trust, not just a follower count.
- • Owned email > rented audience. Followers can disappear in one algo change.
- • Lead magnets that solve a specific problem outperform generic 'free guides' 3–5x.
- • Pre-launch waitlists convert 3–5x better than open-cart launches — always run one.
Price isn't a number — it's a positioning lever
Doubling price typically only halves conversion when you signal 2x value. Cohort programs, live access, and accountability features support 2–10x price increases without proportional conversion loss. Recorded-only courses without coaching cap at ~$300 for most niches.
Evergreen vs launch model
Launches generate revenue spikes (good for cash flow, hard to forecast). Evergreen funnels generate predictable revenue but require constant ad spend to refill the audience. Best of both: launch quarterly to your warm list, then run an evergreen funnel for cold paid traffic between launches.
Course launches look great when you only model the top-of-funnel: 'I have 5,000 followers, even 5% will convert!' Real course revenue is a chain of conversion rates — landing page visits to leads, leads to sales-page views, sales-page views to checkout, checkout to completed purchase — with refunds and platform fees on the back end. This calculator runs the full funnel so you can pressure-test a $50k launch projection before you spend two months building it.
What each input means
Get these inputs right and the output is reliable. Get them wrong and the calculator just multiplies bad assumptions.
Email list size
Engaged subscribers on the segment you'll launch to.
Typical range: 1–3% of an engaged list buys a $200–500 course; 0.3–0.8% buys $1k+.
Launch conversion rate
Buyers ÷ list opens during the launch window.
Typical range: 1–3% for self-paced; 3–6% for live cohort with deadline pressure.
Average order value
Price × any order bumps and upsells.
Typical range: Base price plus 15–25% AOV lift from a $47–97 order bump.
Refund rate
Share of orders refunded within the guarantee window.
Typical range: 3–8% for paid digital courses; 10–18% if you advertise on cold paid traffic.
Platform + processing fees
Teachable/Thinkific/Kajabi + Stripe/PayPal combined.
Typical range: 5–10% of gross. Higher on revenue-share platforms (Skillshare ~50% net to instructor).
Worked examples
Real scenarios with the math walked through line by line.
Solo creator, $497 cohort to engaged list
Scenario: 8,000 engaged subscribers, 2.5% launch conversion, $497 base + $75 AOV lift, 5% refund, 8% fees.
Math: Buyers = 8,000 × 0.025 = 200. Gross = 200 × $572 = $114,400. Refunds = $5,720. Fees = $8,694. Net = $99,986.
Outcome: ~$100k launch. Plan ~25% reinvested in next launch (ads, contractors, refreshes); ~$75k take-home pre-tax.
Cold-traffic evergreen course
Scenario: 20,000 ad clicks, 8% opt-in (1,600 leads), 1.5% sales conversion, $297 price, 15% refund, 7% fees plus 35% ad-spend back-out.
Math: Buyers = 1,600 × 0.015 = 24. Gross = 24 × $297 = $7,128. Refunds = $1,069. Fees = $424. Ads = $2,495. Net ≈ $3,140.
Outcome: Cold paid traffic margins are thin. Profitable evergreen needs $400+ AOV or a higher-ticket back-end product (coaching, software) to subsidize CAC.
Common mistakes
Where this calculation usually goes wrong in the real world.
- Modeling on total followers instead of opens or list segment that will actually see the launch.
- Forgetting refunds. 'No-questions 30-day' guarantees create 8–15% refund rates the first time you launch — bake it in.
- Counting recurring memberships as one-time revenue. A $50/mo membership ≠ a $600 course.
- Ignoring chargeback risk on impulse cold-traffic buyers (1–3% on FB-sourced sales).
- Excluding your own time. A $50k launch that took 4 months of full-time work is a $150k/yr job, not a windfall.
When to use this calculator
- Pricing a new course before you build it.
- Deciding between live cohort, self-paced, or evergreen format.
- Modeling whether paid ads will be profitable on your current funnel.
- Setting realistic revenue targets for a launch partner or affiliate.
Glossary
AOV (average order value)
Gross revenue ÷ number of orders. Order bumps and upsells raise AOV without changing conversion rate.
Launch window
The fixed period (usually 5–10 days) when the cart is open. Deadlines drive 60–80% of cohort sales.
Refund window
Days within which buyers can request a refund. Industry standard is 14–30 days; longer windows attract more buyers but also more refunds.
Evergreen funnel
Always-on automated funnel that runs traffic into the course continuously, rather than discrete launches.
More questions answered
Should I run a live cohort or evergreen course?
Cohort first, evergreen second. Live cohorts convert at 2–3× the rate of evergreen because of deadline pressure, real interaction, and social proof from a visible peer group. Use 2–3 cohorts to validate the curriculum, gather testimonials, and tune your sales page; then convert the recordings into an evergreen funnel that monetizes the long tail.
What price point should I start at?
For self-paced niche courses, $197–497 is the sweet spot — high enough to take seriously, low enough that purchase decisions don't require a Zoom call. Cohort-based with live access from the creator can support $997–2,500. Anything above $3,000 typically needs sales calls or an application process to maintain conversion.
How much can I expect to make on my first launch?
Realistic ranges for a first launch into a 2,000–5,000 engaged-subscriber list at $300–500 price: $5k–$25k gross. Treat the first launch as data collection — most of your gains over the next 12 months come from raising conversion through better testimonials, improved sales-page copy, and audience growth, not from the launch mechanics themselves.
Related guides
Long-form playbooks on the same topic, written by the RevenueLab editorial team.
YouTube RPM by Niche in 2026: What Creators Actually Earn per 1,000 Views
A breakdown of typical YouTube RPM ranges across 12 niches — from finance and B2B SaaS at the top to gaming and entertainment at the bottom — and the levers that move them.
Read the guideYouTube Shorts Monetization in 2026: How the Ad-Revenue Pool Actually Works
How the Shorts revenue-share pool is calculated, what RPMs creators are actually seeing, and where Shorts fit alongside long-form for serious channel revenue.
Read the guideMethodology last reviewed: 2026-05 by the RevenueLab editorial team.
FAQ
What's a realistic conversion rate for a course launch?
Email-to-buyer conversion: 0.5–1.5% for cold lists, 2–4% for warm engaged lists, 3–6% for highly trusted founder-led audiences. Anything above 8% is exceptional and usually means a small, very targeted list.
How much should I charge for my course?
Recorded courses without support: $97–$497 sweet spot. Cohort-based with live coaching: $497–$2,997. High-ticket with implementation: $2,997–$10k+. Price for the transformation you deliver, not the hours of video — students happily pay $1,000 for a 3-hour course that saves them $20k.
What's a normal refund rate?
4–8% is healthy. Below 2% usually means you're under-promising. Above 10% suggests a positioning/promise mismatch — fix sales page expectations before fixing the course.
Teachable vs Kajabi vs Thinkific vs your own site?
Under $50k/year: Teachable or Thinkific (cheapest, lowest fees). $50–$500k: Kajabi (best all-in-one, higher fixed fee). $500k+: custom checkout on your own site (Memberstack/MemberSpace + Stripe) — saves 5–8% in fees that flow straight to profit.