AI wrote the first draft, a human checked the facts: how our content pipeline works

A landscaper's website has 31 posts on it. The owner did not write them, but every fact in them came from the owner, and that distinction is the whole pipeline.

Where the facts come from

The draft does not start from a blank page and it does not start from the model's general knowledge. It starts from a pile the owner already has: project notes, the questions customers ask on the phone, the site's existing pages, the services list, the towns they work in. For a builder, that pile includes 549 project photos with dates and locations. For an advisor, it includes the firm's own explanations of what they do and what they do not do.

The model's job is to turn that pile into a readable post on one topic. It is not allowed to add facts. If the owner's notes do not say how long a kitchen remodel typically takes, the post does not say it either. It can say "it depends on the scope, and here is what changes it," which is true and useful.

The sourced claim guard

This is the part most content tools skip. After the draft is written, a second pass reads it sentence by sentence and sorts each statement into one of three bins:

1. Sourced. The statement traces to something in the owner's pile or on the live site. It stays.
2. Opinion or framing. "Most homeowners underestimate how much the lighting plan matters." Fine, as long as it reads as the business's view and not as a measured fact.
3. Unsourced claim. A number, a date, a "surveys have found," a "the average project costs." It is cut or rewritten as a qualitative statement. There is no other option.

The guard is strict about numbers. If a figure is not in the source pile, it does not appear. The post can say "a growing share of our clients ask about this" but not a percentage. It can say "within a few days" but not an exact count the owner never gave us. This rule has cost us some punchy sentences. It has never cost a client an awkward conversation.

Real photos only

Stock images are banned from the pipeline. Every post is illustrated with the client's own work: the photo of the actual cabinet install, the actual back yard, the actual crew. Photos carry a caption with the project type and the town, which is also the kind of thing search engines and AI answer engines read. A real photo of a pergola in West Palm Beach says more than a page of copy about pergolas.

When a client has no photos for a topic, the post waits. We would rather publish one fewer post than publish one with a borrowed picture.

The owner reads it

Every post lands in the owner's inbox or Slack with the draft, the photos, and a short list of anything the claim guard changed. The owner reads it the way they would read a letter going out under their name, because that is what it is. They fix the tone, correct a detail only they would know, or send it back. Nothing publishes until they tap approve.

At first this feels like homework. After a few weeks it takes a few minutes, because the drafts have absorbed the owner's corrections and the pile has grown. The review step is also where the best material comes from: an owner reading a draft about drainage will often add the one story about a job that makes the post worth reading.

Weekly, on a schedule

Posts go out on a fixed day each week. The advisor site has 53 posts built this way; the landscaper site has 31. The cadence matters more than any single post, both for search and for the habit. An owner who knows a draft arrives every Tuesday reads it on Tuesday. A site that publishes steadily is one that search engines and AI answer engines return to.

Why the review is the product

Anyone can generate a thousand words about kitchen remodels. The thing a business actually needs is a thousand words it can stand behind. The draft is the cheap part of our pipeline. The claim guard, the real photos, and the owner's read are the expensive part, and they are the reason a post can carry the company's name without anyone holding their breath.

This is the content system behind every site we run, from a cabinet shop to a transit company: drafted by a model, checked against sources, illustrated with real work, and approved by the person whose name is on the door.

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