On May 13, a popular visual website builder restructured its entire pricing model. The headline version sounds reasonable: they merged two mid-tier plans into one at a lower price point. Good so far.
But buried in the announcement is something worth paying attention to. Every workspace plan now includes AI credits. Credits that are consumed "dynamically." Credits with no published rate card. Credits that expire every month and don't roll over.
Your website builder now charges you for thinking. And it won't tell you how much each thought costs.
What Actually Changed
The CMS plan ($23/month) and Business plan ($39/month) got merged into a single Premium plan at $25/month. That part is genuinely decent. If you're running a content-heavy site, you're probably saving money on CMS add-ons you used to stack.
Here's where it gets interesting. Free accounts get 200 AI credits per month. Mid-tier plans get 300-400. The new $2,500/month Team plan -- annual contract only -- gets 100,000 per year and access to "AEO agents" that optimize your content for AI answer engines.
The platform's homepage now reads "the agentic web platform for modern businesses." This isn't a website builder anymore. It's positioning as a metered AI marketing platform.
And the credit consumption? "More complex AI tasks consume more credits." That's the whole explanation. No table. No formula. No rate card. They reserve the right to adjust rates as AI costs change.
They're not even pretending you can predict your bill.
The Grace Period Is the Tell
Credit limits won't be enforced until June 29. That's a six-week window where you can use AI features freely while the platform watches your usage patterns.
Think about what that means. They're collecting data on how you use credits before they start charging for them. The rate card doesn't exist yet because they're building it from your behavior. You're the pricing research.
This is the same pattern we saw with an AI coding tool earlier this year. Started with a flat $20/month plan. Shifted to credits. Users ran out after two or three complex prompts. The CEO apologized publicly. Then effective per-unit rates increased over 20x through further credit adjustments. The apology was real. The price hike was also real.
78% of IT Leaders Already Get Surprise AI Bills
This isn't just one platform's problem. A Bricks & Bytes study found that 78% of IT leaders report unexpected charges from consumption-based AI pricing. 90% of CIOs say cost forecasting is their biggest challenge with AI tools.
Credit-based AI pricing adoption surged 126% year-over-year across SaaS platforms. Major design tools, CRM platforms, and developer tools all adopted credit models within the same window. This is an industry-wide repricing event disguised as individual product updates.
The pattern is consistent: bundle AI credits into existing plans so nobody opts out, make consumption variable so costs are unpredictable, expire credits monthly so unused capacity doesn't carry forward.
It's metered intelligence with no meter you can read.
The Lock-In Wall Nobody Talks About
Here's the part that should bother you more than the credits.
When you export your site from this platform, the code export strips all dynamic functionality. Your CMS content becomes hardcoded text. Forms stop working. E-commerce disappears. Interactions -- the things that make your site actually work -- need to be rebuilt from scratch.
Industry estimates put it at 40-60% of total migration time just recreating interactions. A CMS-driven site takes one to two weeks to migrate to a modern framework. Complex sites take two to four weeks.
That was already true before AI credits. Now add workflows built on proprietary AI agents that only exist inside this platform. Your content optimization strategy, your AEO configuration, your AI-assisted design decisions -- none of that comes with you.
Moving your data has always been possible. Moving your workflows built on top of metered AI features? That's the new lock-in wall.
Be Fair: The CMS Consolidation Is Actually Good
I'll give credit where it's due. Merging two plans into one at $25/month with 20,000 CMS items and 40 collections eliminates a real pain point. Agencies used to stack CMS add-ons at $25-50/month each. For mid-size content sites, this is a genuine price decrease.
And the credit system has one consumer-friendly detail that competitors skipped: running out of credits won't trigger auto-upgrades or surprise charges. AI features just stop working. Compare that to token-based overages that auto-bill on other platforms.
The question is whether "your AI features just stop working" stays acceptable when your entire workflow depends on those features. A hard cap is better than a surprise bill right up until the cap blocks you from publishing on deadline.
What This Means for Your Business
If you're building on any platform that just added AI credits to your plan, ask three questions:
What happens to my workflow when credits run out mid-month? If your publishing process, your SEO workflow, or your content optimization depends on AI features that have a monthly cap with no rollover, you have a single point of failure with a timer on it.
Can I predict my monthly cost within 20%? If the platform uses "dynamic" consumption with no rate card, the answer is no. And "we'll tell you later what it costs" isn't pricing transparency. It's a blank check with a friendly UI.
What do I actually own when I leave? Export your site today. Look at what comes out. If the answer is static HTML with broken forms and missing functionality, you're not a customer. You're a tenant.
The Bigger Picture
We're watching website builders turn into metered AI platforms in real time. The tools that used to charge you for hosting now charge you for thinking. And the thinking is priced dynamically, expires monthly, and can't be taken with you.
This is why we build client sites on infrastructure they actually own. The CMS, the hosting, the content, the workflows -- all of it portable. No credit meters. No expiring tokens. No workflows that only exist inside someone else's pricing tier.
We've been running this way for years because the lock-in problem isn't new. It's just getting an AI surcharge.
If your website costs depend on a credit system you can't predict, that's worth a conversation. First one's free. No commitment. kief.studio/contact