Why AI marketing copy all sounds the same
Confident, balanced, three tidy points, and about nobody in particular. The reason is simple and so is the fix, but it is about what you feed it rather than how you prompt it. Plus the volume trap that catches most businesses.
You can tell. That is the problem in one sentence. Scroll any business feed and a proportion of the posts have the same shape: confident, balanced, faintly enthusiastic, three tidy points and a closing line that invites engagement. It is all perfectly true and none of it is about anybody in particular.
Readers may not be able to name what is wrong with it, but they stop reading, which amounts to the same thing. Publishing that costs more than publishing nothing, because it quietly tells people there is nobody home.
Why it comes out that way
A model asked to write a post about your industry writes the average of everything ever written about your industry. That is not a flaw, it is the job it was given. Average is exactly what you asked for when the only input was the topic.
Everything that would make the post yours is information the model does not have. The job you finished on Thursday. The thing that went wrong on it and what you did about it. The question three customers asked this month. The phrase your customers actually use, which is almost never the phrase your industry uses.
The generic draft is not the model failing. It is the model accurately reflecting that you gave it nothing only you could know.
What actually makes it sound like you
Specifics, and ones you did not have to invent. A post that says “we replaced a quoting spreadsheet for a plumbing business in Western Sydney and the office stopped rekeying jobs into MYOB” is more persuasive than any amount of well-balanced prose about digital transformation, and it took the same amount of time to write because the facts already existed.
So the input matters more than the prompt. Give it your old posts so it has your rhythm. Give it the actual job. Give it your real constraints, including what you will not claim. The quality of what comes back tracks the quality of what went in far more closely than people expect.
The workflow that works, and the one that does not
| What happens | What you get | |
|---|---|---|
| The way that works | You supply the material and the facts, it drafts, a person edits and sends | Something only your business could have published |
| The way that does not | You supply a topic, it drafts, somebody skims and posts | Something any business could have published |
The second is faster, and that is the whole trap. The time saving is real and so is the cost, and the cost arrives slowly enough that nobody connects it to the decision.
What it is genuinely good at
First drafts, which are the hardest part for most people. Variations, so you can see three angles on the same job and pick one. The follow-up sequence nobody ever gets around to writing. Turning one piece of work into several: the job becomes a post, a case note, a line in next month's newsletter and an answer on your website, which is work that is tedious rather than difficult.
Consistency too. Marketing in most small businesses happens in bursts when somebody has a quiet week, and then not at all for two months. A draft waiting for review every week is a much lower bar to clear than a blank page.
What it cannot do
Have an opinion. It can write something that sounds like one, which is worse, because an opinion you did not actually form is one you cannot defend when a customer asks about it.
Know what happened. It was not on the job. If you do not tell it, it will write around the gap smoothly enough that you might not notice the gap is there.
Judge what is appropriate. Whether to post at all this week, whether that client would mind being recognisable, whether a claim is one you can stand behind. Those are the reasons a person sends, every time, and why nothing we build posts on its own.
The volume trap
The moment drafting gets cheap, the obvious move is to publish more. It is almost always the wrong one. Your audience's attention did not expand because your output did, and a feed of competent filler trains people to scroll past your name.
Better use of the same saving: publish what you were publishing, make it specific, and spend the time you got back on the follow-up nobody was doing.
The short version
AI marketing copy sounds the same because the average is what you asked for. Feed it your own material and your actual work and it stops being average. A person edits and sends, always, because judgement is not a drafting problem. And resist publishing more just because you can.
Marketing happening in bursts?
Tell us what you publish today and who writes it. We will tell you honestly whether drafting is your bottleneck or whether something earlier in the process is.
What an AI agent does all week
Not the idea, the actual week: weekend enquiries answered Monday, the same twenty questions, the overdue accounts nobody wants to chase, what the CRM already knows, and the monthly report drafted by Friday. Plus a plain list of what stays with a person.
What your CRM already knows
Which deals went quiet, which customers drifted away, whether the pipeline is as broad as the total suggests. The answers are already in there. Nobody asks because asking has always meant building a report.