Content Writer
What the Content Writer is
A content pipeline that starts from your AI visibility gaps — ideas grounded in real data, developed through research, outline, and draft with a real editorial process.
Content that starts from evidence, not brainstorms
Most content tools start with a blank page or a keyword dump. The Content Writer starts from what your visibility data already proved: the prompts where AI recommends competitors and not you (LLM gaps), the keywords competitors own, and search opportunities in your space. Every idea in the pipeline exists because there's evidence someone is asking — and you're not the answer yet.
You can also add your own ideas — a keyword, a working title, a question, or a competitor URL — and the Writer analyzes it into the same structured shape.
Every idea comes with a strategy
Open an idea and you get a reasoned brief, not a title with a keyword attached: the context (what the data says about who owns this topic), the strategic move, why now, your angle, and the key points to include.
The context comes from your live competitive data — the same perception themes and citation gaps documented in Perception and citation intelligence. When an idea says a competitor owns a narrative, that's a measurement, not a hunch.
The stages
| Stage | What happens |
|---|---|
| Pipeline | Ideas wait here, tagged by origin (LLM gap, manually added) with the competitors involved |
| Research | A research brief is produced — searcher intent, knowledge level, AI visibility context — and annotated with strategist comments |
| Outline | The article's thesis and structure, with the reasoning behind every section left as comments you can answer |
| Draft | The full article, written against the outline, with live keyword and SERP context alongside |
What makes the middle stages unusual — the comments, the replies, the editorial judgment — has its own page. For the end-to-end walkthrough, see from idea to article.
Drafts are grounded in your Brand Vault: tone, phrasing rules, and proof points all come from it. The Writer only makes claims about your brand that your Vault can back.