Does Your Content Sound Like Everyone Else’s? AI-Era Publishing Tips

AI has made publishing faster. It has also made the internet sound strangely familiar.

Pew Research Center analyzed nearly half a million English-language webpages and found significant signs of AI authorship or editing on 10% of pages in its July 2026 sample. Among pages published after ChatGPT launched, that share rose to more than one-third. The result is a web increasingly shaped by the same models, prompts and linguistic habits. Marketers have created a sea of competent copy that often sounds like it could have come from anyone.

Ideally, the solution should be to simply revert to our instincts and judgment to create something different. Unfortunately, that’s easier said than done. Even content you know was written by a human being can be flagged by an AI detector because generic structures and predictable language are not exclusive to machines.

Standing out means putting your own stamp on the finished product, but everyone needs a road map. Here are our favorite tips for escaping the AI sameness trap, whether your first draft came from a person, a machine or a combination of both.

Talk to a Content Expert. 

1. Make Sure You Have Something New to Say

Before drafting, read the pages already ranking for the topic. If they all make the same five points, publishing those five points again in slightly different language will not give readers a reason to choose you.

Look for the missing piece, or add an insight of your own. When competitors are explaining what to do but not when to do it, listing best practices without showing what those practices look like in the real world, or covering enterprise buyers while overlooking growing companies with smaller teams and tighter budgets, this gives you an opportunity.

Your contribution does not need to be revolutionary. Even a small change in perception is helpful as long as it’s identifiable. Add a proprietary data point, expert opinion, customer insight, original example, useful comparison, or clear position. 

2. Replace Generalities With Specifics

Generic writing often sounds polished because it makes broad statements that are difficult to dispute. “Businesses should create high-quality content that meets their audience’s needs” is true, but it’s also nearly useless.

Specificity gives readers something they can hook on to. Name the audience, explain the situation, and show the decision. Instead of telling SaaS marketers to “leverage customer insights,” explain how sales-call objections could become comparison-page sections or how support tickets could reveal gaps in an onboarding guide.

This is where subject-matter expertise matters. A knowledgeable writer or editor can recognize when a paragraph merely sounds authoritative and press for the details behind it.

3. Identify Stock Phrases and AI Tells

Pew found that several recognizable features of AI writing have become more common online. Em dashes appeared about twice as often as they did in early 2023. Oxford commas increased 63%, while words such as “delve,” “interplay” and “testament” more than doubled. The “it’s not just X, it’s Y” construction also became more frequent.

That does not make any of these features forbidden. That’s why we said to just identify them, not automatically remove them. Humans used em dashes long before ChatGPT, and eventually some alleged AI tells may fall out of favor with language models and return to being stylistic choices nobody questions.

Edit for effect, not superstition. Remove a phrase when it feels canned, repetitive or out of place—not because someone declared that punctuation guilty by association. Why did we use an em dash there? Because it gets the point across. Replacing “delve into the dynamic landscape” with plain language will usually improve the sentence. Removing every Oxford comma to appease a detector probably will not.

4. Let the Writing Sound Like a Person

Many AI drafts are as grammatically spotless as they are completely forgettable. They maintain the same sentence rhythm, explain every transition and sand away anything resembling personality.

We’re not advocating grammatical anarchy or intentional mistakes (did we miss an Oxford comma?) However, it is refreshing to see idiosyncrasies in contractions, fragments, humor, and natural phrasing. You can start a sentence with “And.” You can end one with a preposition. You can use a one-sentence paragraph when the point deserves room to land.

Adding typos might seem like a clever way to circumvent AI detection, but the real goal is to preserve the choices people make when they have a point of view. Read the draft aloud. If every sentence feels engineered to satisfy a high school rubric, loosen it up. Clarity and consistency matter, but perfection should not come at the cost of voice.

5. Organize the Article Around the Reader

AI is very good at reproducing familiar article structures. Ask for a guide, and you will often receive a definition, a list of benefits, a list of challenges, several best practices and a conclusion that repeats the introduction.

That structure can get the job done and effectively organize your information. The thing to look out for is that it may also reflect the publishing habits of other websites more than the needs of your reader.

Start with the questions someone would actually ask: Better yet, what would you ask? What would you want to know first? Which answer would help you take the next step? What would you like to see – a decision table, short checklist, annotated example or myth-versus-reality section?

SEO still matters. Use the language your audience searches for and make the page easy to understand. Just do not confuse including a keyword with satisfying the person who typed it.

6. Make the Brand Recognizable

Most brands in an industry are competing for similar qualities. SaaS companies want to sound smart but approachable. Financial brands want authority without stiffness. Consumer brands want to be friendly without trying too hard.

The opportunity lies in the nuance. Decide what your brand notices, values and recommends. Establish vocabulary preferences, acceptable levels of humor, sentence style and positions on common industry questions. 

While building a formula may sound like a recipe for AI, it’s not as long as you add a unique stamp to it. 

If you could replace the brand name and CTA without changing anything else, the content needs more identity. Add perspectives from employees, lessons from customers, observations from your work or advice that reflects how your organization actually solves the problem.

7. Check the Purpose Before You Publish

Google confirmed that its August 2026 spam update ran globally across all languages. The status announcement did not identify AI content as the specific target. However, Google’s standing spam policies are clear: Producing many pages primarily to manipulate rankings, without adding value for users, can constitute scaled content abuse regardless of how the pages were created.

That is the distinction marketers should care about. The problem is not necessarily AI. It is mass-produced slop.

Here’s a shocking take: spam sucks. If you don’t want your content to appear spammy, ask the following before publishing:

• Was this created to meet a genuine audience need or merely to occupy a keyword?
• Would someone choose this page over five similar results?
• Will the reader leave with an answer, decision or next step?
• Would you read it if your company had not published it?

If the honest answer is no, another round of keyword optimization will not save it.

8. Cut Anything That Wastes the Reader’s Time

AI makes expansion seem deceptively effortless. A three-sentence idea can become a 500-word section before anyone stops to ask whether it should.

Cut repeated points, throat-clearing introductions and transitions that announce the obvious. Remove sections included only because competing pages have them. Replace paragraphs with a table or list when that format communicates the information faster. There is no prize for making a simple answer exhausting.

Editing is not only about shortening. It is about improving the ratio of value to attention. A 2,000-word guide can be excellent when the subject warrants depth. A 700-word article can feel bloated when it circles the same point. 

9. Put a Human in Charge of the Final Decision

AI can accelerate research, outlining, drafting and repurposing. It cannot be accountable for what your brand publishes. Someone still needs to challenge weak reasoning, verify claims, catch false confidence, protect the brand voice and decide whether the finished work deserves the reader’s attention.

That human should do more than clean up grammar. Effective review may mean interviewing an expert, changing the structure, finding a better example or rejecting a draft whose premise is too generic to rescue. The efficiency comes from using AI where it helps while reserving judgment for people who understand the audience and the assignment.

Pair AI Efficiency With Human Expertise

Textbroker has worked at the intersection of technology and human expertise since generative AI burst into the mainstream in 2022. Depending on the project, that can mean screening for AI, improving AI-assisted drafts or pairing efficient workflows with professional writers and editors. Our managed content services are built around the same principle: The process can change, but quality still requires human judgment.

As AI makes words abundant, distinctiveness becomes more valuable. Do not publish because the draft exists. Publish because it says something useful, sounds like your brand, and respects the reader’s time.

Talk to a Content Expert.