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Content Autopilot

A pipeline, not a prompt.

Maark does not write your article in one giant call. It moves each piece through named stages — research, outline, writing, internal linking, editing — and then a separate review checks the result before it ever reaches you. You approve what ships.

The stages

Every article moves through the same steps, in order

Each stage does one job and hands off to the next. That is what makes the output consistent — and what lets a review at the end actually mean something.

Full-article pipeline
01
Research
Gather the sources and context for the topic.
02
Outline
Structure the piece around search intent and the target keywords.
03
Writing
Draft from the research and the outline.
04
Internal linking
Link to your own real, existing pages — never invented URLs.
05
Editing
Tighten prose, structure and consistency.
06
Review
An independent stage checks the draft before you ever see it.
The stages for a full-length article. A Quick article runs a leaner version of the same path. Each stage is a distinct step in the workflow, not a single prompt — this mirrors the pipeline that runs in the product today.
The review

An independent review that can hold a draft

Before a draft reaches your queue, a separate review stage checks it — and it has the authority to send it back.

1
Review
A reviewer from a different model family than the writer checks the draft and verifies its claims against sources it fetches.
2
Hold
If something does not meet the bar, the draft is held with typed notes — a broken link, an unsupported statement, a structural gap — not published.
3
Repair
The draft goes back for a targeted revision that fixes exactly what was flagged, then re-checks. There is a fixed repair budget, so a piece that cannot be fixed stops and asks for a human rather than looping forever.
review → hold → repair → re-check, until it passes or asks for you ↻

Two things make the review meaningful: the reviewer belongs to a different model family than the writer, so it is not grading its own work, and it checks statements against material it fetches rather than trusting the draft. When a project has review enforcement turned on, a held draft is routed through the repair loop instead of published. Enforcement is a setting, and we are honest about that: on projects where it is off, the review still runs and records its verdict, so you see the same signal before you approve.

The calendar

It fills a calendar and produces on a schedule — review-first

After onboarding, Maark proposes a topic calendar from your Keyword Universe. Production runs on that schedule, and every finished piece lands in a review queue, not on your site.

A calendar you can see on day zero

Maark proposes topics from your Keyword Universe and fills a calendar you can edit at any time — swap a topic, change the cadence, or change the article type for a slot. Editing a slot before it enters production costs nothing.

A daily review email

Each produced article arrives with one-click Publish, View or Skip. The links are bound to that exact version of the draft, so a revision quietly retires the old ones. You decide what ships.

Hands-off is opt-in, and off by default

There is a per-project toggle — “publish for me if I don’t act within 48 hours” — that is off until you turn it on. Even then, only drafts that have passed review publish on their own, and Maark tells you when they do.
Publishing & honesty

Where it publishes — and what it will not do

Publishes to Shopify, or your draft library

Approve an article and choose Publish, and it goes to your connected Shopify store’s blog in one click. No store connected? The approved article stays in your draft library, ready to copy or export — you still get the full pipeline. Shopify is the publishing connector available today; see AI Connections.

It will not invent proof

Every stage is grounded in your Brand DNA so drafts sound like your business, and the pipeline is built to leave a claim out rather than fabricate a testimonial, a metric, a price or a logo it cannot support. Honest gaps beat confident inventions.
Related

The calendar draws its topics from your Keyword Universe, and you can drive the whole pipeline from your own assistant through AI Connections. See how it reads for agencies on the agencies page.

Put the pipeline to work

Connect your data and see the calendar fill with topics from your own site — no card required.

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