The things a language model cannot generate about your business are the only durable advantages left: what you actually charged, what actually broke, what you decided not to do and why, and what you have seen happen in your own market. Everything else is now free and identical.
Every page in your category now says the same thing
Ask any assistant to write a page about furnace repair and it produces something competent, well structured, and indistinguishable from what it produces for the next person who asks. Multiply that across a category and the middle of the market flattens into one long identical page published under a thousand domains.
That is not a moral problem, it is a competitive one. If your page can be regenerated by anyone in twenty seconds, it has no defensible position, and a summarizer has no reason to prefer it over any other copy.
What a model cannot know about your business
- What you actually quoted for a specific job, and why that number rather than another.
- What went wrong on a job and what you changed afterward.
- Which requests you turn down, and the reasoning you give the customer.
- What is genuinely different about your local market: the housing stock, the soil, the seasons, the local rules.
- The question customers ask you most often that nobody writes about, because it only comes up on the phone.
Anything that could have been written without your business existing is not going to be cited as evidence that your business exists.
Getting it out of a busy owner
The obstacle is never that the owner lacks material. It is that the material lives in their head as ordinary experience rather than as something worth writing down. The extraction is a conversation, not a brief.
- Ask what the last five customers actually asked before they booked. Not what you think they wonder, what they said.
- Ask about the last job that went badly and what changed as a result.
- Ask what competitors in town promise that you would not.
- Ask which jobs you turn down and why.
- Ask what a customer should check before hiring anyone in your trade, including you.
- Record the call and write from the transcript, keeping the phrasing.
The specific words an owner uses are usually better than the polished version. A tradesperson saying you can tell within ten minutes whether a system was installed by someone who cared is worth more than any sentence a model would produce about quality standards.
Where AI assistance actually helps
This is not an argument against using the tools. It is an argument about which half of the job they do.
They are good at structure, at first drafts of a section you already know the substance of, at turning a rambling transcript into an ordered outline, and at catching what you left out. They are bad at knowing anything about your business, and every time a draft fills that gap with plausible generic content, it puts a sentence on your site that makes you interchangeable.
The test before publishing: cross out every sentence that would still be true if your business did not exist. If most of the page goes, the page has no reason to be cited.
What this approach actually costs
It is slower. A page built from a real conversation takes an hour of someone's time that a generated page does not. For a small business publishing one page a month rather than eight, that is a trade worth making, because eight generic pages compete with each other and none of them are cited.
It also means publishing less. That is uncomfortable if you have been told volume matters, and it is the right call anyway.
How to extract first-hand content from a busy business owner
- Ask what the last five customers actually asked before they booked.
- Ask about the last job that went badly and what changed as a result.
- Ask what competitors in town promise that you would not.
- Ask which jobs you turn down and why.
- Ask what a customer should check before hiring anyone in your trade, including you.
- Record the call and write from the transcript, keeping the phrasing.
Questions people ask
Will Google penalize AI generated content?
Google's stated position is that it judges content by usefulness rather than by how it was produced. In practice, generic content of any origin performs poorly, and generic is what unsupervised generation produces. The risk is not a penalty, it is irrelevance.
Can I use AI to write my blog posts?
You can use it to draft, structure, and edit. What it cannot do is supply the first-hand specifics that make the page worth citing. Use it for production, supply the substance yourself.
How much first-hand detail is enough?
A useful bar is one concrete thing per section that could only have come from your business. If a section has none, either add one or cut the section.
Does this apply to service pages as well as articles?
More so. Service pages are where buyers make decisions and where generic copy is most common. A service page with real prices, real timelines, and real limits outperforms a polished generic one consistently.
What if my competitors are publishing far more than me?
Volume is only an advantage when the pages are distinguishable. A competitor publishing eight generic pages a month is building a library that competes with itself. Publishing one genuinely specific page a month beats that over a year.
Should I disclose that I used AI assistance?
There is no requirement to. What matters is that a named person is accountable for the claims being accurate and would defend them. If nobody can do that, the problem is bigger than disclosure.
If your pages read like everyone else in your category and you want to know which ones are worth rewriting first, that is what the content review covers.
Founder of Big Brain Digital. More than 15 years across SEO, content operations, ecommerce, and AI search. Based in Boise. More about Chris.