Content Agent
A Content Agent is Reddex’s GEO drafting loop: it looks at citation gaps and Reddit threads, then writes a page built to get cited — schema, sources, and the actual question people ask.
Most “AI writers” start from a keyword and emit oatmeal. A Content Agent starts from what models already cite and what Reddit is arguing about. The brief is the gap.
Good output has a blunt lead, FAQ blocks that match real questions, inline sources, and no fake statistics. If we cannot find a number, we do not invent one. That is the opposite of typical LLM copy.
Publish still needs a human. Agents draft. Editors catch the sentence that would get you roasted on r/marketing.
Examples
- You lose the prompt “best SOC2 tools for a 15-person startup.” The agent pulls competitor pages and a Reddit thread about sticker shock, then drafts a limits-and-pricing page.
- The agent wants to cite a Reddit comment as if it were a peer-reviewed study. The editor demotes it to “users report” and links the thread. That is the job.
Related terms
Pages that lead with a direct answer, then proof. Built for snippets, Overviews, and chat extraction.
A prompt cluster where rivals or Reddit get the footnotes and you don’t, even though you sell into that question.
GEO is the work of getting your brand named, quoted, or linked when an AI engine answers a question — ChatGPT, Perplexity, Claude, Gemini, Copilot, or Google AI Overviews.
Prompt tracking is running a fixed set of real customer questions through AI engines on a schedule and logging who got named.
Reddit-aware research means briefs and drafts start from what threads already argue, not from a blank keyword.
FAQ
Does this auto-publish? +
It can be export-ready. Letting a model push live without review is how you earn a Reddit thread about your hallucinations.
Is this LLMO? +
It is a way to practice LLMO: make pages models can quote. The name on the button is Content Agent.
Track this in Reddex
See Reddit threads and AI answers for your brand in one place. Start with a free analysis.
Get started