Brand-voice drafting
Writes in your voice using a guide trained on your highest-performing content: not generic AI prose.
Operational tier · Marketing
An AI agent that turns a brief into a publish-ready draft.
Hand it a topic or a brief and it produces a structured, on-brand draft (blog post, newsletter, or social) with the right headings, internal links, and meta, ready for a human editor instead of a blank page.
ModelMix of LLMs, mid-tier model for drafting
Cost per taskModel usage billed at cost, measured per task in your pilot
Connects toWordPressWebflowNotionSlack
Autonomy
- Suggests
- Acts with approval
- Acts on its own
Drafts and structures. An editor approves before anything is published. How autonomy works
What does an AI content production agent do?
A content production agent takes a brief to a publish-ready draft inside your workflow. It researches the topic, writes in your brand voice (trained on your best existing content), structures the piece for readability and SEO (headings, scannable sections, a quick-answer lead), adds internal links to your relevant pages, and drafts the title and meta description. A human edits and approves; the agent removes the blank-page tax. Operational tier, running on Workers AI in your own Cloudflare account. Pair it with an SEO automation agent upstream for briefs and a email automation agent downstream for distribution.
theagency47 · Updated June 2026 The spec sheet
How the Content Production Agent actually works.
| Job-to-be-done | Convert a brief into an on-brand, SEO-structured, internally-linked draft ready for human edit |
| Tier | Operational (departmental flow) |
| Underlying model | Workers AI models in your own Cloudflare account, mid-tier model for drafting |
| Trigger | New brief in the content queue, or scheduled cadence |
| Inputs | Brief / topic, brand-voice guide + sample content, sitemap (for internal links), keyword + structure notes |
| Tools available | Web research, CMS draft (write), internal-link lookup, image-brief generation |
| Autonomous decisions | Outline, section structure, internal-link selection, title/meta options |
| Escalation rules | Thin/uncertain source material → flag · Claims needing verification → marked for fact-check · Off-brand risk → conservative draft + note |
| KPIs measured | Drafts produced, editor acceptance rate, time-to-publish, internal links per piece, ranking lift (with SEO agent) |
| Eval suite | 20 test cases (voice match, structure, internal-link relevance, factual grounding). |
What it does
The work it takes off your team.
SEO structure
Builds the right H2/H3 hierarchy, a quick-answer lead, scannable sections, and drafts title + meta description.
Internal linking
Pulls relevant links from your own sitemap into the draft, so every new piece strengthens the rest of the site.
Research grounding
Pulls current facts and sources, and marks anything that needs human verification rather than inventing it.
Multi-format
Same brief becomes a blog post, a newsletter, and a set of social posts: consistent message, channel-right format.
CMS-ready
Drops the draft straight into your CMS for an editor, with formatting and metadata in place.
What it looks like in practice
A typical run.
- From the queue, Agent picks up approved briefs and researches each topic.
- Drafting, Produces an on-brand, structured draft with internal links and meta, dropped into the CMS as a draft.
- Editor review, A human edits and approves (minutes, not hours, from a real draft).
- Repurpose, Approved pieces are reshaped into newsletter and social formats.
FAQ
Questions about the Content Production Agent.
Will it sound like generic AI?
Not when set up properly. The differentiator is the brand-voice corpus, we train it on your best existing content and tune until an editor can't tell. It also grounds claims in research instead of confabulating, which is where generic AI content fails.
Does it publish automatically?
By default no, it produces a draft for a human editor. We keep a human in the loop on public content. You can choose more autonomy for low-risk formats once you trust the output.
How does it relate to SEO?
It's the writing layer. An SEO automation agent supplies the briefs and keywords; this agent writes the piece; together they form a content engine. They target different keywords, so they don't compete.
How is it delivered?
As a Spark build customised to your voice, CMS, and content types.
Related
Agents and engagements that pair with this.
Related: See SEO Automation →
