Affiliate disclosure

Some links on VibeLiftoff are affiliate links. If you sign up or buy through one, we may earn a commission. It costs you nothing extra, and it never changes what we recommend.

Effective 17 Oct 2026.

How affiliate links work here

  • Affiliate links point to a vendor's site through a tracking link from the vendor or its affiliate network. In our code they are marked rel="sponsored".
  • You pay the same price as you would going to the vendor directly. Sometimes the vendor adds a referral credit.
  • Not every vendor we cover has an affiliate program, and we cover vendors either way. Many links on the site earn us nothing.

Which links earn us money

We currently earn a commission from some links, for example our Railway links: if you sign up through one, Railway pays us a share of what you spend there. All other vendor links currently earn us nothing. We update this list when we join a new program.

Commissions never change rankings

Whether a vendor pays us has no effect on which option we call the cheapest or easiest, on the order of tables, or on the figures we publish. If a vendor without an affiliate program is the better choice for you, that is the one we recommend.

How we pick

  • Cheapest means the lowest real cost to run your app, based on free-tier limits and entry prices taken from each vendor's official pricing page.
  • Easiest means the fewest steps from your builder to a live app, based on the vendor's own documentation.
  • Every figure links its source and shows the date we last checked it. If we can't confirm a value, we mark it unverified. See how we work.

No paid placement in tables

Vendors cannot pay to appear in, or move up, our pricing tables, comparisons or recommendations. Inclusion is based on whether the tool is relevant to people deploying AI-built apps.

Sponsorships

The site or newsletter may carry sponsorships in future. Any sponsored content will be clearly labelled as sponsored, kept separate from our data and recommendations, and the sponsor gets no say over what we write.

Questions

Think something looks biased or out of date? Email [email protected].