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What are AI credits? How AI marketing work gets measured

July 20, 2026 · 2 min read

JimmAI is pay-as-you-go: you buy AI credits and spend them when agents do work. If you're evaluating the platform — or already using it and wondering where your credits go — this is the full picture.

The short version

Credits are the unit AI work is measured in. When you ask JimmAI to do something that runs an AI agent — draft a post, generate an image, run a competitor analysis, check content for compliance risks — that action consumes credits from your wallet. Bigger jobs consume more than smaller ones: generating a full campaign with strategy, copy, and creative uses more credits than rewriting a single caption.

Actions that don't run AI agents — browsing your calendar, editing a draft yourself, approving a post, publishing something already prepared — don't consume credits.

Why credits instead of per-feature pricing

Marketing platforms often price by feature: pay extra for the scheduler, extra for analytics, extra for the AI add-on. We think that creates the wrong incentive — you end up rationing which tools you let yourself use.

Every JimmAI account includes every agent and every supported channel. You don't unlock capabilities by upgrading a tier — you buy the volume of AI work you need. Credits mean you pay for usage, not for permission to use features.

How pay-as-you-go credits work

  • Start with welcome credits. New accounts receive promotional welcome credits on signup (with an expiry window shown in billing) so you can run real workflows before purchasing.
  • Buy more when you need them. Credits cost a clear retail rate — see the pricing page for the current rate and calculator. Purchased credits do not expire by default.
  • Top-ups are non-refundable after successful purchase, so buy what you need for the work ahead.
  • Business capacity is included. A set number of business workspaces come with your account; extra permanent slots can be purchased with credits when you outgrow that.

Making credits go further

A few habits that stretch your balance:

  1. Give JimmAI good business context first. Agents grounded in a complete business profile produce usable output in fewer attempts — regeneration is where credits quietly drain.
  2. Use Manual Studio when you only need one piece. If you already have the image, only generate the copy. If you have both, just schedule it — no credits needed.
  3. Approve or edit rather than regenerate. A small manual edit to a good draft is free; asking for a full regeneration isn't.

The practical way to size your spend is to run real marketing work with welcome credits first, then top up based on how much AI work you actually use.