What happens inside a content run
Most pages about an AI content agent stop at "it writes for you." The useful question is what one run does, in what order, and where you sit in it. Here, a run is one billed execution of a playbook with a fixed shape: you see the price before it starts and every draft before it ships. This is the sequence.
- You drop one idea in chat. Conversation is free — you only pay when a run fires.
- The agent reads your project files and memory, then drafts a version for each channel: the X post, the LinkedIn post, the blog piece.
- The price shows at the approval gate before anything fires. A written and formatted page is 3 credits.
- Nothing posts or publishes until you approve. Edit at the gate and the edit is kept.
- If a run fails, the credits come back automatically.
Brand voice AI that learns from outcomes
Your files are the base: the brand doc, the writing rules, the past pieces you're proud of. The agent writes from them, so you never retype a voice prompt. But files alone don't improve. The memory splits what it holds into two piles — lessons, backed by measured outcomes, and hypotheses, untested guesses. A phrasing that earned replies becomes a lesson. A hunch stays a hypothesis until a run tests it.
Your corrections feed the same memory. Change a stiff sentence at the approval gate and the fix is kept, so the next draft starts from it. And because the memory is shared across disciplines, the voice in your blog pages and the voice in your outreach drafts come from one place. Most brand voice AI settings live inside a single tool; here one memory carries the voice everywhere the agent writes.
What AI content creation costs, run by run
Most products in this category either hide pricing behind a sales call or charge per seat, which tells you nothing about what one piece costs. Credits map to runs, the rate card is public, and the price shows at the approval gate before anything fires. Talking to the agent costs nothing — conversation is free. For content work:
Plans: Starter is $99 a month for 60 credits, Growth is $299 for 250, Scale is $799 for 800, and annual gets two months free. Unused credits roll over up to twice your monthly amount. If you run over, extra credits cost 1.25x, capped at 3x your plan, with alerts at 50, 80 and 100 percent. Failed runs refund automatically. The trial is 14 days with 25 credits, card required.
- Reply or outreach batch, 5 drafts: 1 credit
- Page written and formatted: 3 credits
- Image batch, 30 images: 5 credits
- Video variant, per finished 30-second video: 2 credits
Content automation while your laptop is closed
One sentence in chat becomes a scheduled run: "every Monday morning, draft the week's posts from Friday's launch notes." The run fires on schedule with your laptop closed. What it never does alone is publish — anything that would go live stops at the approval gate and waits. The drafting happens overnight; the decision is still yours over coffee.
That split is the point of content automation: automate the production, keep the judgment. A pipeline that skips approval is how a brand publishes a post the founder never read. If a scheduled draft is wrong, reject it — the correction goes into memory, and next Monday's draft starts from what you fixed.
When not to automate your content
An AI content agent is the wrong tool for some jobs, and it's cheaper to know which ones before you subscribe than after. The pattern behind every case below is the same: automation multiplies source material. When the source is your judgment, your relationships, or nothing at all, there is nothing to multiply, and the output reads generic no matter which product you pick.
- Founder opinion pieces. The value is the belief, and no agent originates belief. Write it yourself; let the agent repurpose it afterward.
- A blank company. Voice from files needs files. If you've written nothing yet, hand-write your first ten pieces — they become the source material everything else runs on.
- Sensitive one-offs. Pricing changes, incidents, apologies. High stakes, zero volume — the two conditions where automation buys you nothing.
- Low volume. If you publish once a month, a monthly plan is more than you need. A plain writing tool covers that; come back when repurposing across channels is the bottleneck.