Case Study
View Case StudyTray.ai
Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform
From Payload to Ghost
We are the Payload to Ghost migration experts
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Challenges with Payload
Key pain points
Payload’s biggest issue is how quickly it hands you the responsibility baton. Because it leans so heavily on self-hosting, you’re suddenly running databases, managing infra, dealing with scaling, and debugging auth quirks at 11 pm. And since the platform is still maturing, updates can feel unpredictable, and the surrounding ecosystem isn’t quite deep enough yet to soften the landing when something breaks. The recent Figma acquisition didn’t help either. Support has felt a bit lighter, and some priorities clearly shifted, alongside pricing.
Payload feels flexible on day one, the moment your project grows you’re either engineering around gaps or paying more than expected. If you're debating whether Payload fits the future of your stack (or you’re already feeling the cracks), we’re always happy to help you plan a cleaner path or a migration that won’t come back to bite you.
Steep learning curve
Payload’s code-first approach means you need solid dev experience to use it effectively. Non-technical teams will struggle, and onboarding takes longer compared to more guided CMSs.
Smaller ecosystem of plugins
There aren’t many ready-made extensions, so you’ll end up building features yourself. This adds development time and increases long-term maintenance.
Potential performance overhead
Because it’s a full JavaScript backend, Payload can get resource-heavy under high traffic. You’ll need to optimise your server setup and monitor performance more closely.
Gaps in documentation
The docs are improving, but there are still missing pieces and unclear sections. New users often have to dig through GitHub issues to find answers.
Small community
The community is growing but still small, so there’s less shared knowledge, fewer tutorials, and slower troubleshooting compared to bigger CMS ecosystems.
Requires separate hosting
Payload doesn’t come with built-in hosting, so you’re responsible for setting up and managing your server. That adds extra cost, extra setup, and extra operational overhead.
Benefits of Ghost
Key advantages
Ghost is genuinely great if all you want is a fast, clean, no-nonsense blogging machine. It keeps things beautifully simple: a slick Markdown editor, zero clutter, and performance scores so good they’ll make WordPress users cry into their PHP logs. If your plan is “just publish content,” Ghost actually gets out of your way and lets you do that.
The built-in memberships and payments system is also a win. You can slap a paywall on your content, charge people to read your mediocre hot takes, and do it all without duct-taping together 12 plugins. For solo creators, small publications, and anyone who wants a simple writing-first experience, Ghost delivers exactly what it promises and nothing you didn’t ask for.
Lightweight JSON API
Ghost’s API is fast, predictable, and doesn’t make you fight a schema just to fetch a title. It’s perfect for JAMStack setups where you want speed without ceremony. Pull content, ship pages, move on with your life.
Intuitive Markdown editor
If you enjoy writing without 19 toolbars screaming at you, Ghost’s Markdown editor is bliss. Clean, distraction-free, and actually enjoyable to use.
Built-in membership system
Memberships, paywalls, and subscriptions come built in, no plugin Frankenstein required. Hook up Stripe and you’re basically running your own mini-Substack in minutes.
SEO-friendly defaults
Ghost ships with fast performance, clean URLs, structured data, and proper metadata, without needing an SEO plugin the size of a small country. Most sites hit solid scores straight out of the box.
Native subscription support
You don’t need 3 SaaS tools duct-taped together to run a newsletter. Ghost handles email delivery, subscriber lists, and automated posts natively.
Easy theme customization
Themes are simple to tweak thanks to Ghost’s handlebars-based templates. If you know basic HTML/CSS, you can make it look exactly how you want without fighting a visual builder from 2011.
Common questions
Payload to Ghost migration FAQs
Answers to the most common questions about Payload to Ghost migration
How hard is it to migrate away from Payload CMS?
Payload stores content in MongoDB or Postgres, so extracting your data is straightforward compared to proprietary platforms. The real work is restructuring your content model for the target CMS and rebuilding any custom access control logic you've written. We typically complete Payload migrations in 3 to 6 weeks depending on how much custom backend logic is involved. The code-first nature of Payload means most of the content model is well-documented in your own codebase, which actually makes migration planning easier.
What are the main reasons teams leave Payload?
The most common reasons we hear are infrastructure fatigue and ecosystem gaps. Payload requires you to manage your own database, hosting, auth, and scaling. Teams that chose Payload for its developer flexibility eventually realise they're spending more time on DevOps than on content features. The Figma acquisition in 2024 also shifted priorities, and some teams feel the platform's direction became less predictable. Visual editing and live preview still require significant custom engineering compared to platforms that ship them natively.
What does a Payload to Sanity migration cost?
For a typical content site with 200 to 1,000 documents, we estimate 4 to 6 weeks of work. The bulk of effort goes into rebuilding the admin experience and frontend integration, not the data transfer itself. Payload's MongoDB exports are clean, so content migration scripts run reliably. The cost depends heavily on how much custom auth logic and access control you've built, since that needs to be rebuilt in the target platform's permission system. We scope every migration individually after reviewing your Payload config.
How much does Ghost CMS really cost beyond the "free" open source version?
Ghost is free to self-host, but "free" is misleading. You'll need a VPS ($5-$20/month minimum), someone to handle server maintenance, security updates, SSL certificates, and backups. That's either your time or a developer's hourly rate. Realistically, self-hosted Ghost costs $50-$200/month in labour and infrastructure for a small team. Ghost's managed hosting (Ghost Pro) starts at $9/month for the Starter plan (500 members), jumps to $25/month for Creator (1,000 members), and scales to $199/month for the Business tier. Once your membership list grows past a few thousand, costs climb fast. We've seen publishers hit $300+/month on Ghost Pro before questioning whether the platform still made sense for them.
Does Ghost need a developer to maintain it?
If you're self-hosting, yes. Ghost runs on Node.js and requires regular updates, database maintenance (MySQL), and server monitoring. Major version upgrades (Ghost 4 to 5, for example) can break themes and integrations, and someone technical needs to handle those. On Ghost Pro, maintenance is handled for you, but customisation still requires a developer. Custom themes use Handlebars templating, and anything beyond basic styling means editing theme files and redeploying. If your team is purely non-technical and you want to go beyond Ghost's default themes, you'll need developer support on an ongoing basis.
When should you migrate away from Ghost?
Ghost hits its ceiling when you need more than blog posts and newsletters. If you're trying to build landing pages, manage structured content across multiple page types, run an ecommerce store, or handle multi-language content, Ghost wasn't designed for any of that. We've migrated publishers off Ghost when they outgrew the "blog plus newsletter" model and needed a real content platform. The migration itself is painless. Ghost's JSON API makes content extraction simple, and posts map cleanly to markdown. The typical timeline is 4-6 weeks to move content into a headless CMS and rebuild the frontend.
Can Ghost handle a site with more than just a blog?
Barely. Ghost gives you two content types, posts and pages, and that's it. There's no custom content modelling, no relational fields, no structured data beyond tags and authors. You can hack together something with custom routes and internal tags, but it's brittle and hard to maintain. If you need case studies, service pages, team directories, or any structured content beyond articles, you're fighting the platform. Ghost is excellent at what it does. It just doesn't do very much. For sites that need a blog alongside other content types, a headless CMS gives you the flexibility Ghost intentionally leaves out.
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