Building the app
Generation and editing use the platform's AI resources. The amount consumed depends on the complexity of the work and the number of iterations.
Small, deliberate edits are generally easier to reason about than repeatedly rebuilding the same application from scratch.
Running the app
Official help materials explain that ordinary hosting, page views, navigation and standard sign-in are treated differently from AI generation, messaging, some integrations and higher storage use.
For an AI-powered consumer app, model usage can therefore be a more important operating variable than visitor count alone.
Price the product, not just the build
If users trigger a metered AI action, estimate actions per active user and build that cost into your product economics.
A simple CRUD-style application can have a very different cost shape from an assistant that generates content on every interaction.
Practical checklist
Identify every user action that invokes AI.
Identify messaging and paid integrations.
Estimate normal and high usage.
Keep headroom for launch spikes.
Review actual usage after launch instead of relying only on forecasts.
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