A content engine that publishes weekly with 5 minutes of human time
A national equipment-services company wanted consistent SEO content and had no one to write it. Now a post ships every week, and the only human step is reading it and clicking approve.
A national equipment-services company had no writer and no publishing rhythm. We built a weekly AI pipeline that picks a topic nobody has covered yet, writes in the brand voice, generates an on-brand hero image, and emails the owner a one-click review link — one post per week at roughly 5 minutes of human time, every post shipping with structured data and canonical URLs.
The problem
The company knew what consistent SEO content was worth — steady coverage of the questions its customers actually search for. What it didn't have was anyone to write it. No content hire planned, no agency retainer, and an owner with better uses for a writing afternoon. The realistic options were publish nothing or make the writing itself automatic.
What we built
A weekly pipeline that runs the whole loop from blank page to published post:
- Topic selection with a memory. An AI agent picks the week's topic after checking a database of everything already written. An early version lacked this and produced near-duplicate posts — we fixed it with a dedup query against all published and draft posts, and topic repetition dropped to zero.
- Writing in the brand voice. The agent drafts the post in the company's voice and includes a direct-answer block formatted for search engines and AI assistants, so the post can be quoted as well as ranked.
- An on-brand hero image. Each post gets a generated hero image built from reference images, so the brand character looks the same in week 30 as in week 1.
- One-click approval. The owner gets an email with a review link. One click approves and publishes. That reading-and-clicking is the entire human contribution — about 5 minutes.
The SEO plumbing
Automated content is only worth publishing if search engines can use it, so the pipeline ships the plumbing with every post: a dynamic sitemap, article structured data, canonical URLs, and internal linking. Each post is indexable the moment it goes live — no follow-up pass, no technical debt accumulating one post at a time.
What changed
One post per week, every week, ongoing for months — at roughly 5 minutes of owner time per post. Topic duplication is eliminated, and every post carries structured data and a canonical URL from the second it publishes.
The honest lesson from this build: the first version wrote near-duplicates, and the fix — checking the archive before choosing a topic — is what made the engine trustworthy enough to leave running. Automation earns its keep in the guardrails, not the demo.
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