Social media decision
Media-pilot
A competent developer can build a narrow self-hosted LinkedIn post generator + scheduler using existing open-source projects, but reproducing the full commercial polish, cross-network integrations, and analytics maturity of the paid product is non-trivial.
Visit website↗Not priced
No pricing page we fetched carried a figure, so there is nothing to compare against. The build side is still real.
$100one-off46 h to build
$50/mo6 h/mo upkeep
No published price to break even against.
Open-source builds that already do this
Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need - the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship. All Media-pilot alternatives, with the arithmetic →
What a replacement has to do
- Generate AI LinkedIn posts, schedule them, publish via LinkedIn API, and collect analytics.
What it still won’t have
- Polish and UX refinements of a commercial product
- Mature analytics aggregation and edge-case handling
- Customer support and SLAs
- Integrations with other social networks and added-platform connectors
- Ongoing product improvements and uptime guarantees
What remains hard
- Product polish and ongoing maintenance
First-year cost
No published price
Media-pilot does not publish a price we could read, so there is nothing to compare against. What building costs is below.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a self-hosted AI LinkedIn post scheduler using Next.js (React) for the frontend, Node.js/Express for the API, PostgreSQL for storage, Redis + BullMQ for background jobs, and a worker process to call the LinkedIn API and an LLM (OpenAI or compatible). Core features in scope: user OAuth login for LinkedIn, create/edit post drafts with LLM-assisted generation and templates, schedule posts, background worker that posts at scheduled time with retry/backoff and stores publish status, fetch and display LinkedIn post analytics, and a simple dashboard for scheduled and published posts. Out of scope: multi-account team billing, integrations with other social networks, built-in email support, and enterprise SSO. Require: robust error handling for API failures, retry and dead-letter handling for jobs, input validation and rate-limit safeguards, unit tests for API endpoints and worker logic, and basic e2e tests for schedule-to-post flow.
How we checked
How the score was reached
- Partly verdict base52
- An open-source build was found+5
- 3 cited sources+3
- Evidence score60
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 3
Every page the run actually retrieved.
- official productMediaPilot — AI LinkedIn Posts, Scheduling & Analytics
- open sourcemixpost
- open sourcebrightbean-studio
Integrity checks
What held up, and what did not.
