The problem. Producing marketing content has become close to free. Every competitor in your category can now generate a blog post in ninety seconds, and most of them are doing exactly that. The predictable result is that a great deal of published content now reads as though it came from the same source, because in a sense it did.
Which means the scarce thing is no longer the writing. It is having something to say that your competitor cannot say.
What it costs the business
Publishing generic content is not neutral. It costs real money in production and review time, it occupies the slot a good piece would have taken, and it teaches readers that your material is not worth opening. That last cost is the one that lingers, because it applies to the good piece you publish six months later.
There is a search cost too. Content that restates what forty other pages already say has no reason to outrank them, so it tends to sit unread while consuming the crawl attention and internal links that a stronger page could have used.
What generic content looks like
It is recognisable within two sentences, and the pattern is consistent.
- It opens by explaining that the topic is important in today rapidly evolving landscape.
- It defines terms the reader already knows.
- It offers advice that is true everywhere and therefore useful nowhere: know your audience, be consistent, measure results.
- It contains no numbers that came from doing the work, and no opinion anybody could disagree with.
Every one of those is a symptom of writing produced without access to first-hand experience. A tool cannot tell you what happened in your accounts last quarter, so it writes around the gap.
What you have that a competitor cannot generate
Your own numbers. What a lead actually costs in your category. What your close rate is at each stage. What happened when you changed the offer. These are not public and cannot be inferred, and a single honest figure carries more weight than a page of description.
The objections you hear every week. Your sales team has a list of the eight things prospects push back on. That list is proprietary, specific, and almost never written down, let alone published. Answering those objections directly is the highest-value content most businesses never produce.
Your mistakes. The campaign that failed and why. Generated content never admits error because it has none to admit, so this is both distinctive and disproportionately trusted.
A position. Something you believe that a reasonable competitor disagrees with. If nobody could argue with your article, nobody has any reason to remember it.
Where the tools genuinely help
Not in deciding what to say. In reducing the friction of saying it.
Turning a recorded conversation with your sales head into a structured draft. Tightening a paragraph you have already written. Producing five headline options for a piece whose argument you have already fixed. Checking whether you have covered the questions a reader is likely to ask.
The distinction that matters: the tool should be downstream of the thinking, never upstream of it. Used downstream it removes hours. Used upstream it removes the reason to read.
A practical way to work
Record a fifteen-minute conversation with whoever in your business actually knows the answer. Have it transcribed. Use a tool to structure the transcript into sections. Then rewrite it yourself, keeping the specific numbers, the strong opinions and the awkward admissions, and cutting anything that could have appeared on a competitor site.
That last filter is the whole discipline. Read each paragraph and ask whether a competitor could publish it unchanged. If they could, it is not earning its place.
The short version
The cost of producing content has collapsed, so volume is no longer a strategy and no longer a moat. What remains scarce is first-hand evidence, a real position, and the willingness to be specific enough to be wrong. Use the tools to write faster, not to decide what is worth writing.
Our AI marketing solutions page covers how we use these tools without producing the sameness they tend toward, or talk to us about what your business knows that nobody else can publish.