Google Sheets for Course Creators: The Replace-Your-SaaS Stack
Replace Thinkific, Teachable, ConvertKit, and brand-deal CRMs with a six-sheet course-creator stack: launch revenue dashboard, cohort tracker, student progress log, refund analysis, ad spend ROI calculator, and tax estimate worksheet.
Course creators have lumpy revenue (90% of the year's income arrives in 2-4 launch windows), high refund risk in the first 14-30 days, and student-progress data that the platform aggregates poorly. A sheets-based stack handles the analysis layer the platforms can't: cohort-over-cohort LTV trends, refund rate by acquisition channel, ad spend efficiency by audience, and an actual unit economics view by course. Most creators run a course platform (Thinkific, Teachable, Podia) for delivery + payment AND a Sheets stack for analytics — the platforms are good at hosting course content and bad at giving you the data you need to make business decisions.
What this stack actually solves
- Launch revenue arrives in a 2-week window and you forget which acquisition channel drove which signups by the time you analyze
- Refund rates differ wildly by cohort and you can't see why — paid vs organic, sale price vs full price, single payment vs payment plan
- Cohort LTV (total revenue per student over 12 months including upgrades and upsells) is the most important number for course business decisions and no platform shows it cleanly
- Ad spend ROI is positive on average but negative for 2 specific audience segments — the platform's analytics hide this
- Tax estimates are wildly off because revenue is concentrated in launches but expenses are spread across the year
What this replaces, in dollars
| Tool | $/mo | Replaced by |
|---|---|---|
| ConvertKit Creator Pro | $79 | Audience tracker + tag-based analytics sheet |
| Beacons.ai Innovator (link in bio + analytics) | $30 | Link tracker + revenue dashboard |
| Kajabi Pro Basic (when you only use it for analytics) | $199 | Course-platform + Sheets analytics combo (keep platform for delivery, drop Pro tier features you don't use) |
| Notion Plus (used for student CRM) | $10 | Student tracker sheet |
| Brand-deal CRM (Pitchbox-style) | $99 | Brand-partner pipeline sheet |
| Total | $417/mo | ~$5,004/year |
Realistic — not every course creators pays for every tool on this list. Pick the rows that match what you actually pay for.
Templates for course creators
Content Creator Dashboard
Manage content planning, track analytics, negotiate sponsorships, and calculate your true hourly rate.
Marketing Campaign Dashboard
Track multi-channel marketing campaigns, Google Ads, Meta Ads, email, and organic, with ROAS, CPA, and A/B test logging.
12-Week Year Planner
Compress annual goals into 12-week sprints with weekly scorecards, progress dashboards, and end-of-cycle reviews.
Functions you will use weekly
Comparisons for course creators
Google Sheets vs Notion
Pick Google Sheets for calculations, large data, and serious formulas. Pick Notion for documents and project management with light database ...
Google Sheets vs Airtable
Pick Google Sheets for calculations, free unlimited use, and powerful formulas. Pick Airtable when your data is relational (records that lin...
Frequently Asked Questions
Do I need a course platform if I have spreadsheets?
Yes — spreadsheets don't host video, gate content, or process payments. Course platforms (Thinkific, Teachable, Podia, Kajabi) handle delivery and payment. The Sheets stack runs alongside as the analytics + business intelligence layer. Most successful course creators use both.
How do I calculate cohort LTV?
One row per student, columns for cohort, initial purchase amount, upsells purchased, refunds, and time-since-enrollment. SUMIFS by cohort gives total revenue per cohort; divide by cohort student count for per-student LTV. Track 30/60/90/180/365 day LTV separately to see how the curve develops.
Should I track student progress in Sheets?
For analysis purposes (correlation between progress and refund risk, or progress and upsell conversion), yes. Export progress data from your platform weekly and append to a Sheets log. For day-to-day student management, use the platform — it's better suited.
What's a realistic refund rate?
Industry varies wildly by price point and niche. Under-$100 courses: 2-5% typical, 7%+ is a warning sign. $500-2000 cohort programs: 5-10% typical. $5k+ programs: 3-8% typical (higher commitment filters out tire-kickers). Track refund rate by cohort and by acquisition channel to find leaks.