Stuck at $2.2K MRR for four months. The OSS repo drives 40% of paying creators but you treat it as background work, while the daily Twitter grind eats 3 hours a day for only 25% of signups and leaves nothing that earns past the day you ship it.

The technology-transition window names WHY now (Teachable's percentage-cut model is breaking under the AI-course wave). The OSS-to-paid funnel names WHERE the document earns (every star and GitHub backlink ladders against `MIGRATION.md`). Neither vector alone gives you both.

LMS SaaS for Online Course Creators

How a Solo LMS Founder Trades the Daily Twitter Grind for One Quarterly Migration Atlas

Synthesised by Generated by Diffmode's 576-vector synthesis engine · Last updated Updated 2026-05-06

Forty percent of your paying creators came from your open-source repo. Not daily Twitter. The Teachable exodus reference turns that repo into a 90-day distribution event.

The short version

Stuck at $2.2K MRR, 40% of paying creators already trace to your open-source course-builder repo, and the daily Twitter grind eats 3 hours a day for 25% of signups.
Ship ONE `MIGRATION.md` per quarter inside the OSS repo — five named creators leaving Teachable / Thinkific / Gumroad — and seed it as a coordinated Indie Hackers + HN + Reddit relay on the same week.
Month-1 PMF signal is 180–320 new GitHub stars, 2,500–4,500 page views, and 35–65 migration-tagged trial signups. Month-3 hypothesis: 18–35 paying creators cumulative, ~$612–$1,190 MRR delta.

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The tactic

What to actually run

The Quarterly Teachable Exodus Atlas

How to stop the daily Twitter grind and let the OSS repo carry the load — one Migration Atlas every 90 days.

The Migration Atlas is one document, shipped once a quarter. `MIGRATION.md` lives at the root of your open-source course-builder repo. Five named creators per quarter — Maya, Devon, Priya, Alex, Lila — each with their old platform, the actual transaction-fee math, what their migrated stack looks like, what broke during migration, and what your template fixed. The repo is your highest-trust surface. About 40% of your paying creators already trace to it. The Atlas turns that surface into a recurring distribution event instead of background work — and the paid hosting tier sits one click away from every page in the file.

A traditional marketer would tell you to write weekly blog posts and grind Twitter daily. This kills both. You ship ONE big public reference document every 90 days, anchor it to the OSS repo so every star and GitHub backlink ladders against it, then seed it as a coordinated relay across Indie Hackers, Reddit /r/SideProject, Hacker News, and Twitter/X #buildinpublic on the same week. The relay closes. The document keeps earning. Technology transition alone names WHY now — Teachable's percentage-cut model is breaking under the AI-course wave. The OSS-to-paid funnel alone names WHERE the document earns — every star and GitHub backlink ladders against the file. Combined, they produce something neither does alone: a quarterly publish event your existing repo audience already trusts.

The mechanism is timing plus identity. Teachable charges roughly $250/year in transaction fees on a $5K course; that is a fixed-cost SaaS plan in disguise, not a percentage cut. The 'own your platform' wave on Twitter and the AI-generated-course wave have already moved your audience. Creators are searching 'Teachable alternative' right now. Your Atlas is the document they save and forward. No daily grind. The Atlas keeps earning GitHub backlinks for 12-24 months — until Teachable drops fees or one of the incumbents gets acquired. See [Teachable's published transaction fees](https://teachable.com/pricing) for the math your reader is already doing.

Week 1 is publish week — about 16 hours, then the relay holds for 14 days while you watch the GitHub star velocity. Targets: 8-18 stars/day for the first seven days, 2,500-4,500 page views on `MIGRATION.md`, 35-65 migration-tagged trial signups. Weeks 2-4 you queue follow-up tweets pulling individual creator vignettes, open two GitHub Discussions threads, and start interviewing volunteers for Q2 — without the daily Twitter grind. Log the kill criteria into Diffmode ahead of Day 1 so the call on Day 5 is non-negotiable: if Day-1 through Day-7 averages below 4 stars/day AND the IH and HN posts both fall off the front page within six hours with under 30 upvotes, rewrite the headline framing for Q2 with a sharper named-creator angle, or swap to the build-interesting-for-audience pair.

Expected Results

180-320 new GitHub stars, 2,500-4,500 MIGRATION.md page views, and 35-65 migration-tagged trial signups in Month 1

By Month 3 (one full publish cycle plus 60-day decay), the cumulative Atlas seed cohort delivers 18-35 paying creators cumulative across Months 1-3, pulling ~$612-$1,190 MRR delta — Month 1 is for seeding the document, not closing it.

Budget Required

$52/mo recurring + $250 quarterly IH newsletter slot

Twitter/X premium $10 + Hypefury $19 + Plausible self-host $0 + ConvertKit free + Carrd $19/year (~$1.60/mo) — well under the $250/mo cap; quarterly IH newsletter sponsor amortises to ~$83/mo.

Time to Signal

14 days

GitHub repo star velocity in the 14 days after publish: target band 8-18 stars/day for Days 1-7, decaying to 3-6 stars/day for Days 8-14. Plausible page-view counts and migration-tagged trial signups visible from Day 1.

Why this combination wins

Stuck at $2.2K MRR for four months. The OSS repo drives 40% of paying creators but you treat it as background work, while the daily Twitter grind eats 3 hours a day for only 25% of signups and leaves nothing that earns past the day you ship it.: The technology-transition window names WHY now (Teachable's percentage-cut model is breaking under the AI-course wave). The OSS-to-paid funnel names WHERE the document earns (every star and GitHub backlink ladders against `MIGRATION.md`). Neither vector alone gives you both.

Tools You'll Need

Tool	Purpose	Cost	Setup
GitHub (existing OSS repo)	Hosts the canonical `MIGRATION.md` Atlas; every star, fork, and external backlink ladders against the file	Free	0 minutes (repo already exists)
Hypefury	Twitter/X scheduler for the quarterly relay thread + 7-day follow-up posts pulling individual creator vignettes	$19/mo	15 minutes
Plausible Analytics (self-hosted)	Tracks `MIGRATION.md` page views by source without GA bloat or a cookie banner	Free (self-hosted on existing Cloudflare infra)	30 minutes
Carrd	Single landing page at `/migrate-from-teachable` with one-click trial CTA mirroring the Atlas headline	$19/year (~$1.60/mo)	45 minutes
ConvertKit (free tier <=300 subs)	Captures email from Atlas readers who don't want to trial today; quarterly Atlas digest	Free up to 300 subscribers	20 minutes
Indie Hackers (existing account)	The quarterly milestone post that anchors the relay across Reddit, HN, and Twitter	Free	0 minutes

Templates

Title: I stopped daily Twitter and shipped a Teachable exodus atlas instead — $[CURRENT_MRR] MRR LMS update Stuck at $[CURRENT_MRR] MRR for [N] months. Tried the daily Twitter grind for 6 months, eats 3 hrs/day, produces 25% of signups, exhausting. Stopped that. Shipped one thing instead: a public migration atlas for creators leaving Teachable / Thinkific / Gumroad. Five named creators, real revenue numbers, what their stack looks like now, what broke, what the OSS template fixed. It's a single MIGRATION.md file in the open-source repo: [GITHUB_LINK] Three things I learned writing it: 1. [NAMED CREATOR #1] paid Teachable $[X]/year in transaction fees on a $[Y]/year course. That's a fixed-cost SaaS plan, not a percentage cut. 2. The 'own your platform' Twitter movement is real — but the actual migration step is a 1-week WordPress build that nobody wants to ship. The OSS template collapses it to 30 minutes. 3. The AI-generated-course wave is shifting the audience faster than any LMS can keep up with feature work. The migration story is the ad — the migration story is what creators search. If you're doing this for your own product: stop the daily grind, ship one big public reference document per quarter, anchor it to your OSS repo. The repo backlinks ladder; the daily grind doesn't. Happy to answer specifics in the comments. Atlas is here: [GITHUB_LINK]

Title: Show HN: A Migration Atlas for Creators Leaving Teachable (open source) URL: https://github.com/[FOUNDER_HANDLE]/[OSS_REPO]/blob/main/MIGRATION.md First comment (post within 60 seconds of submission, attached to your own post): I run a small no-revenue-share LMS for solo course creators. The OSS course-builder template has been the funnel top for 8 months — about 40% of paying creators trace to it. Wrote MIGRATION.md as the public reference for creators leaving Teachable / Thinkific / Gumroad. Five named cases (with permission), real revenue numbers, the actual transaction-fee math, what their migrated stack looks like now, what broke during migration. Not a product pitch. The repo is MIT-licensed; you can self-host the template and never pay me a dollar. The hosted tier is $29/mo if you want to skip the 30-min self-host setup. Happy to answer migration questions or transaction-fee math questions. Comments on the structure of the Atlas itself also welcome — Q2 is in 90 days and I want it sharper.

Week 1 Checkpoint

By end of Week 1, the Atlas should have done its job as a seed event — the document is live, the relay has run, and the GitHub star velocity tells you whether the quarterly cadence holds.

✓`MIGRATION.md` live on the OSS repo's default branch with 180-320 new GitHub stars in the 7 days since publish
✓`MIGRATION.md` page views: 2,500-4,500 tracked in Plausible across GitHub + Carrd + IH/HN/Reddit referrals
✓35-65 migration-tagged trial signups (UTM or signup-form free-text mentioning Teachable/Thinkific/Kajabi/Gumroad)
✓2-4 reply-volunteer creators lined up to be named in the Q2 Atlas

When to pivot

If Day-1 through Day-7 average star velocity is below 4 stars/day AND IH milestone post + HN Show HN both drop off the front page within 6 hours with under 30 upvotes, the Atlas didn't seed — rewrite the headline framing for Q2 with a sharper named-creator angle, or swap to the `pos-001 + lever-011` build-interesting-for-audience pair.

Weeks 2+: Scaling Schedule

Week	Focus	Tasks	Time
Week 2	Compound the relay, don't refresh it	Reply to every late-arriving comment on the HN/IH/Reddit/Twitter threads with the same depth as Day 3 — late HN comments are how Show HN posts re-rank for 7-10 days, Hypefury queue: 3 follow-up tweets pulling individual named-creator vignettes from MIGRATION.md, one per week, Open 2 GitHub Discussions threads on the OSS repo: 'Have you migrated? Share your stack' and 'Q2 Atlas: who should I include?' — converts Atlas readers into co-authors	~6 hours total

Week	Focus	Tasks	Time
Weeks 3-4	Build the Q2 Atlas while Q1 keeps earning	Interview the 2-4 reply-volunteer creators identified in Day 4 (45 min each, recorded with permission) for the Q2 Atlas, Maintain OSS repo (the 12 hrs/week of GitHub-issue triage already happens — this is the existing baseline, not new work), Write the Q2 Atlas draft in private; do NOT publish until day 90 — the quarterly cadence is the moat, Light Twitter presence: 2-3 tweets per week, NOT the daily grind. Each tweet links back to MIGRATION.md (the canonical reference, not a new artefact), Indie Hackers comment-reply pattern: 30 min/day for 2-3 days/week answering migration questions in others' threads with zero self-promotion; mention MIGRATION.md only when directly asked 'what tool did you use?'	~4-6 hours/week

Pro

Read before you ship

Caveats

The fragile thing about this tactic is the OSS repo itself — you have one with eight months of history and three unpaid contributors, and that's the load-bearing piece that isn't fakeable. You have 28 hrs/week on growth (12 of which already go to GitHub-issue triage, which the Atlas reuses). You have the writing chops to do five real named-creator vignettes with revenue numbers — not 'a creator named M.' but Maya, with permission, with the actual Teachable invoice screenshot. What you don't have is a fourth quarter of runway to throw at a Q2 Atlas that doesn't compound — which is exactly why the Day-5 kill criteria are non-negotiable. If Days 1-7 average below 4 stars/day AND the IH and HN posts both fall off the front page within six hours, the Atlas didn't seed. You don't keep grinding it. You either rewrite the named-creator selection (the Q1 picks were the wrong shape) or swap the vector pair for the build-interesting-for-audience combination. One other binding caveat: the $250/quarter IH newsletter sponsor slot stays paused until the forwarding signal turns positive — at $2.2K MRR you don't burn that until the Atlas earns its placement. And one philosophical caveat from the founder-input ruled-out list: agencies don't understand the OSS-funnel-to-paid pattern. Don't hire one to 'help' with the relay. The voice has to be yours; the comment threads have to be answered by you; the next-90-days call has to be made by you. The Atlas works because the founder is the editor. Outsource the editor and the document collapses into another piece of generic content marketing — exactly the thing you're trying to stop doing.

Closest analogue

Case study: SaasRock (Alexandro Martínez)

Alexandro Martínez built SaasRock — a Remix-based SaaS starter kit — into a $76K ARR solo business by treating the open-source release as a distribution event rather than a product launch. The pattern sits one notch away from your Migration Atlas, even though the vertical is different: a solo founder, an OSS artefact at the top of the funnel, a paid tier sitting one click away on every page, and a single high-leverage publish moment that the founder amplifies once and then lets the repo carry. The numbers Martínez published: he tweeted that the Remix SaaS kit would be free for 24 hours; the tweet got 500+ likes after the Remix team retweeted it, which produced 1,000+ Gumroad downloads of the kit. After that single seed event he switched the rest of his kits to open source and focused 100% on SaasRock. Total MRR at the time of the Starter Story interview: Gumroad $36,142 from 110 customers + Stripe $39,880 from 53 customers = $76,022 ARR — built on bootstrapped funds, with the founder explicitly saying 'I've done zero marketing. Other than my changelog and some blog posts, I decided to start marketing until V1.0.' The bridge to your situation: Martínez ran the OSS-as-funnel pattern at exactly the stage you're at — solo, bootstrapped, one OSS artefact doing the load-bearing distribution work, paid tier monetising the upgrade-intent users. He didn't grind. He shipped one big seed event (the free-for-24-hours tweet), let the repo backlinks carry, and committed to a yearly subscription pricing model ($1,399 core / $2,099 enterprise) to fund long-term development. Your Migration Atlas is the same shape with a quarterly cadence: ship one document, run one coordinated relay, let the GitHub backlinks earn for 90 days, then ship the next one. What you're betting on is that the Teachable / Thinkific transition window stays open for the next 12-24 months — which Martínez's Remix-vs-Next.js story suggests it does, because creators choose tools based on which way the audience is already moving.

Source: https://www.starterstory.com/saasrock

Failure modes

Anti-patterns

Don't run the Atlas as four blog posts. The whole point is concentration: one document, one publish week, one relay. If you split it into a four-part series you lose the GitHub backlink concentration AND the Show HN front-page mechanics AND the IH milestone-post anchor — three load-bearing pieces collapse for an imagined SEO benefit that won't materialise at this audience size. Don't put the paid hosting tier in a top-level comment on HN, IH, or Reddit. Mention $29 Solo only in reply to 'is there a hosted version?' — anywhere else gets the post flagged as promotion and kills the relay. Don't write the Atlas in third-person product-marketing voice. The whole credibility chain depends on the founder being the editor. 'We helped Maya migrate from Teachable' is dead on arrival; 'Maya paid Teachable $250/year on a $5K course; here's her invoice' lives. Don't skip the kill criteria call on Day 5. The temptation will be to grind a flat Q1 into a Q2 because 'maybe the next one will hit' — that's exactly the daily-Twitter-grind failure mode you're trying to escape. If Q1 didn't seed, the named-creator selection or the headline framing is wrong; rewrite the inputs, don't repeat the same play. Don't start Q2 before day 90. The quarterly cadence IS the moat — a monthly Atlas reads as content marketing and dilutes the GitHub-backlink concentration that makes the model work. And finally: don't hire a marketing agency to run any part of this. The founder-input ruled it out for a reason — you can't afford it on $2.2K MRR, and agencies don't understand the OSS-funnel-to-paid pattern.

Adjacent playbooks

Where to look next

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How a Solo LMS Founder Trades the Daily Twitter Grind for One Quarterly Migration Atlas

The short version

Get the plan synthesised for your product.

What to actually run

The Quarterly Teachable Exodus Atlas

Why this combination wins

Tools You'll Need

Week 1: Day-by-Day Plan

Ship the Atlas as `MIGRATION.md` and break-publish to GitHub

Cross-post the canonical relay — Indie Hackers milestone + Reddit /r/SideProject

Show HN the Atlas (NOT the LMS) and work the comments

Email the OSS repo's existing GitHub watchers + the 3 unpaid contributors

Read signal, draft Q2 outline, decide compounding-vs-pivot