Case Study
View Case StudyTray.ai
Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform

From ButterCMS to Kontent.ai
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.
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.
Book a meeting with us to discuss how we can help or fill out a form to get in touch
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