How the content pipeline works

From a keyword to a reviewed, ready-to-publish article.

Maark's content pipeline turns an opportunity into a finished article through a series of stages, with an independent review step before anything reaches you. You approve the result; Maark does the production.

Article types

There are two recipes, so you can match effort to intent:

Full article — a long-form, thoroughly researched piece with images, for pages meant to rank and convert.
Quick article — a leaner, shorter piece for lighter coverage and faster cadence.

You choose the type per piece (or set a default cadence on the content calendar).

The production stages

Each article moves through stages built for the recipe. For a full article that looks like:

Research — gather the sources and context for the topic.
Outline — structure the piece around search intent and the target keywords.
Writing — draft the article from the research and outline.
Internal linking — add links to your own relevant pages (only real, existing pages — never invented URLs).
Editing — tighten prose, structure, and consistency.

The independent review step

Before a draft reaches you, a separate AI review stage checks it. Two things make this meaningful:

A different model family reviews the work than the one that wrote it, so the reviewer is not grading its own homework.
Claims are checked against sources. The reviewer verifies statements against material it fetches, and flags anything it cannot support.

The review can hold a draft and send it back for repair when something does not meet the bar. Drafts that do not pass are routed through the repair loop rather than published — nothing questionable slips through silently.

Grounded in your brand — and honest about proof

Every stage is grounded in your Brand DNA — what you sell, who you serve, your positioning — so drafts sound like your business. The pipeline is also built to avoid inventing proof: it will not fabricate testimonials, metrics, pricing, or customer logos. If a claim needs evidence you have not provided, it is left out rather than made up.

Then it is your call

A finished draft does not publish itself. It lands in your review queue, where you publish, preview, or skip. See Reviewing and approving articles and Publishing your content.