Case Study
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Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform
From ButterCMS to Kontent.ai
We are the ButterCMS to Kontent.ai migration experts
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Challenges with ButterCMS
Key pain points
Where ButterCMS starts to show cracks is when projects grow beyond its comfort zone. The content modeling is adequate for straightforward use cases, but it lacks the depth and flexibility of platforms like Sanity or Contentful. Components are only available for pages, not collections or blog posts, which creates frustrating inconsistencies when you're trying to build a cohesive content architecture. The 1,000 content field limit, even on expensive plans, can become a real ceiling for ambitious projects.
The platform's smaller ecosystem is a double-edged sword. While anyone who knows JavaScript can work with the API, you won't find the same depth of community resources, plugins, or third-party integrations that larger platforms offer. Media management is also noticeably behind, with no bulk upload capability and limited asset organisation tools. For agencies managing multiple client sites, these paper cuts add up quickly.
There have also been transparency concerns. In 2024, a DNS incident affected thousands of sites using ButterCMS, but their status page showed no downtime. That kind of communication gap is a red flag for any team relying on a third-party CMS in production. The pricing, while competitive on the surface, can feel steep for smaller teams once you move past the limited free tier, and the jump between plans isn't always proportional to what you get.
Limited content modeling flexibility
Components are only available for pages, not collections or blog posts. This creates awkward workarounds when you need consistent structured content across different content types.
Content field limits on all plans
Even the most expensive plans cap you at 1,000 content fields. For complex, multi-locale projects this ceiling arrives faster than you'd expect.
No bulk media upload
The media library only supports single-file uploads with limited organisation tools. Managing assets across a large site becomes tedious quickly.
Small ecosystem and community
Compared to Contentful or Sanity, the community is tiny. Fewer plugins, fewer tutorials, and fewer developers with direct experience means more problem-solving on your own.
Transparency concerns around incidents
In 2024, a DNS incident reportedly affected sites using ButterCMS, but limited public acknowledgement on their status page raised concerns about transparency. The details are difficult to verify independently.
Pricing jumps between tiers
The free tier is very limited, and paid plans start at $71 per month. For small projects or startups, the cost can be hard to justify when alternatives offer more generous free tiers.
Benefits of Kontent.ai
Key advantages
Calling your CMS “Kontent dot ai” is a brilliant way to convince people you’ve built an AI-powered future. And to be fair, the platform does have a clean editor, strong workflow tools, and a respectable multi-channel setup.
It's perfect for the kind of company that has more infosec members than it does have devs. But calling yourself an AI platform doesn’t mean you’re built like one.
Real AI-driven CMS platforms start at the foundation with structured content, flexible modeling, real-time indexing, and an architecture that doesn’t panic the moment you try something complex. Sanity doesn’t even market itself as “AI-first,” but it’s been ahead of the curve for years. They shipped an embedding index before “AI CMS” was a pitch deck buzzword. We even built one of the first AI search tools on top of it.
So yes, Kontent.ai is great. If you want a polished interface and enterprise workflows, go for it. And if you’re dead-set on building your website there, talk to us first. We’ll walk you through it and maybe even find a better way before you spend six months discovering the limits yourself.
Intuitive content management
You shouldn’t need a week of onboarding to publish a paragraph. Kontent.ai nails this with a clean interface that doesn’t punish you for being a marketer instead of a developer.
Flexible content modeling
Build content the way your brain works. Modular, structured, reusable. No dev intervention every time marketing decides “we need one more field.”
Strong API-first architecture
The APIs are predictable, well-documented, and don’t require wild workarounds. Everything connects the way it should and developers stay happy too.
Tech stack integration
React, Vue, Angular, or whatever framework you’re obsessed with this week, Kontent.ai plays nice with all of them and keeps deployments smooth.
Advanced image transformations
You can resize, crop, and optimize visuals without leaving the CMS. Think of it as an in-house designer that doesn’t complain about aspect ratios.
Real-time collaboration
Writers, editors, and developers can work together without stepping on each other’s commits. Instant updates, fewer Slack messages, and zero “who overwrote my draft?” moments.
Common questions
ButterCMS to Kontent.ai migration FAQs
Answers to the most common questions about ButterCMS to Kontent.ai migration
How do we migrate content out of ButterCMS?
ButterCMS has a clean REST API, so pulling your content is straightforward. Blog posts, pages, and collections all export as JSON through their API endpoints. The main complexity is restructuring component-based page content for your target CMS, since ButterCMS components only work on pages and don't map 1:1 to other platforms. Media assets need to be downloaded from their CDN and re-uploaded. For a typical blog-heavy site with 200 to 500 posts, we complete the migration in 2 to 4 weeks.
Why do teams leave ButterCMS?
Content modeling flexibility is the top reason. Once projects grow past simple blogs and marketing pages, the 1,000 content field limit becomes a real ceiling. Components being restricted to pages (not collections or blog posts) forces awkward workarounds. Teams also feel the ecosystem gap, with fewer plugins, integrations, and community resources compared to larger platforms. The 2024 DNS incident that wasn't reflected on their status page raised trust concerns for teams running production sites.
What does ButterCMS cost compared to alternatives?
ButterCMS paid plans start at $71/month after a limited free tier. Every plan includes unlimited users, which is genuinely competitive. But the pricing jumps between tiers aren't proportional to what you get, and the content field limits apply even on expensive plans. By comparison, Sanity's free tier includes 3 users with 500K API requests, and you only pay more as your usage scales. For teams outgrowing ButterCMS, the cost of migration typically pays for itself within 6 months through better tooling and fewer workarounds.
How much does Kontent.ai cost?
Kontent.ai hides pricing behind a "book a demo" wall, which is never a good sign for budget planning. Based on what we've seen across client engagements, the Developer plan is free but extremely limited (1 user, 2 languages). The Scale plan starts around $1,249/month (billed annually), and Enterprise pricing goes higher depending on API usage, content items, and seats. The real cost is in implementation. Kontent.ai requires upfront developer time to set up content models, build a custom preview pipeline (there's no native live preview), and configure workflows. Budget 4-8 weeks of developer time for initial setup on top of the subscription cost.
Is Kontent.ai worth it compared to other enterprise headless CMS platforms?
Kontent.ai does enterprise content workflows well. The role-based permissions, multi-step approvals, and content scheduling are polished. The API is predictable and well-documented. Where it falls short is flexibility. The content modelling tools are competent but not as powerful as Sanity's, and the lack of a native preview system means your team needs to build and maintain custom preview infrastructure. At similar price points, Contentful offers a larger ecosystem and Sanity offers deeper customisation. We'd recommend Kontent.ai primarily for teams already invested in the Kentico ecosystem or organisations where workflow governance is the top priority over developer experience.
What happens to image URLs when you replace assets in Kontent.ai?
This is a genuine pain point. Every time you replace an image or file in Kontent.ai, the platform generates a completely new URL. That means any hardcoded references, cached versions, or external links to the old asset break instantly. For content teams publishing at scale, this creates a maintenance burden. You need to update every place the old URL was referenced, or accept broken images. Most CMS platforms handle asset replacement by keeping the same URL and invalidating the cache. Kontent.ai's approach feels like an oversight that hasn't been fixed. If you're managing hundreds of assets, this adds real friction to daily editorial work.
What's involved in migrating away from Kontent.ai?
The content extraction itself is clean. Kontent.ai's Delivery API and Management API let you pull content items and assets programmatically. The challenges are schema translation and workflow replication. Kontent.ai's content types map to their own structure, and converting those to another CMS's schema requires careful field-by-field mapping, especially for linked items and modular content. If you've built custom workflow states and approval chains, those need to be recreated in the target platform. Plan for 6-10 weeks depending on the number of content types, locales, and workflow complexity. The API rate limit of 100 requests per second can also slow down bulk exports for large content libraries.
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