Why top-up UX affects conversion
Developers hesitate when they cannot tell how credits work, where keys are configured or why balance changed. A clear top-up and usage path improves paid conversion.
Developers do not need complicated plans first. They need to know remaining credits, who is calling the API, which project is spending and when to top up.
Use one top-up flow across supported AI models.
Credits are consumed by actual API usage, which fits variable product demand.
Use call logs and billing details to understand project costs.
Developers hesitate when they cannot tell how credits work, where keys are configured or why balance changed. A clear top-up and usage path improves paid conversion.
Create separate API keys for projects or environments and review usage regularly. This keeps budgets visible and helps locate abnormal consumption.
Credits are usually available once payment is confirmed and the dashboard balance updates.
Yes. Usage and balance records help teams review costs over time.