Why a workflow beats one-off prompting
A workflow makes quality repeatable. Each stage has an input, an owner, and a check. In HubSpot's findings on AI in content marketing, 56% of marketers significantly revise or rewrite AI text and only 7% publish it without editing. Building the edit into the process simply matches how most marketers already work.
The seven stages
1. Research the reader and the query
Decide who the page is for and what they typed. Use AI to summarize top results and cluster related questions, then confirm demand in Search Console or a keyword tool.
2. Write the brief
One page: audience, goal, primary phrase, secondary phrases, questions to answer, local details, and internal links to include. AI can draft it; the owner approves it.
3. Generate a first draft
Feed the brief to AI and ask for a draft in your style. Treat the output as raw material. Expect to keep the structure and rewrite much of the wording.
4. Edit for voice and originality
Rewrite the opening, add a real example or number from your business, and remove filler. Google's people-first content guidance asks whether a page offers original information and substantial added value beyond summarizing other sources. This stage is where you earn that.
5. Fact-check and add sources
Verify every statistic, price, and claim against a primary source and link to it. Language models can state false things with confidence, and both search engines and customers notice.
6. Optimize on page
Put the primary phrase in the title, the H1, the first paragraph, and one or two subheadings. Write a meta description, add descriptive image alt text, link to two or three related pages, and add an FAQ that answers real questions.
7. Publish and measure
Submit the page in Search Console, track impressions and clicks for its target queries, and revisit it after 60 to 90 days with what you have learned.
Disclose your process
Google suggests sharing how content was created when it helps readers. A short note such as: drafted with AI assistance, then edited and fact-checked by our team, is honest and costs nothing.
Common mistakes to avoid
Publishing first drafts without a human edit
Producing dozens of near-identical pages to chase every suburb, which risks Google spam policy on scaled content
Skipping the brief, which leads to generic, unfocused copy
Trusting AI-generated statistics without checking the source
Treating AI output as finished instead of as raw material
Google's own generative AI guidance draws the line the same way: AI is fine for research and structure, but low-effort content at scale is not.
Turning the workflow into a calendar
Once the stages are clear, assign owners and dates. For a small Michigan team, two well-made pages a month beat ten rushed ones. Our AI content workflow service plans a month at a time, and our guide to AI techniques for Michigan marketers covers the prompts and tools behind each stage.
Roles in a small Michigan content team
You do not need a big team, but you do need clear ownership. One person can hold several of these roles. The rule is that no stage gets skipped.
Strategist: chooses topics, approves briefs, and sets priorities.
AI operator: runs research and drafting prompts and maintains the prompt library.
Editor: rewrites for voice, checks facts, and adds sources.
Approver: usually the business owner, who signs off before anything is published.
Quality checklist before you publish
The first paragraph answers the main question directly.
The primary phrase appears in the title, the H1, and the introduction, without stuffing.
There is at least one original detail, example, or photo from your business.
Every statistic links to its source.
Images have descriptive alt text.
The page links to two or three related pages on your site.
The meta description is written, not left to chance.
Someone has read it out loud once.
Frequently asked questions
A repeatable sequence of stages, from research and briefs through drafting, editing, fact-checking, and publishing, in which AI assists with some steps and people own the decisions.
Enough that the page contains your own experience, examples, and voice. Most marketers significantly revise or rewrite AI text, according to HubSpot's 2025 survey.
Google suggests sharing how content was created where it helps readers. A brief, honest note is reasonable, especially for AI-assisted research or drafting.
Fewer, better pages beat volume. Two well-made pages a month is a realistic pace for many small teams, and it avoids the thin-content risk of publishing at scale.
Insights · Content workflow
