Your Practical Guide to Creating Unmistakably Human Content

Introduction

Given the deluge of AI slop in articles, posts, comments, website copy, and everywhere else in marketing, the appetite for human content has never been higher.

In fact, the 2026 Social Media Content Strategy Report from Sprout Social says the number one thing audiences want brands to prioritize is human-generated content.

This goes deeper than the quality of the writing, which doesn’t matter as much to non-marketers. It’s about perceptions of the publisher.

Unmistakably human content succeeds because it makes people feel good about you as an individual and your brand.

It makes your story feel more authentic and your insights more trustworthy.

It shows you value human judgment and decision making.

It gives people confidence that you understand them and can solve their problems.

It makes people feel like they should not only believe you, but believe in you.

It makes people more likely to remember what you’re saying now, read what you have to say next, and hire or refer you when the need arises.

This is exactly what the machines are craving in the form of Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T).

What AI Says About AI-Generated Content

I posed the following question to ChatGPT, Gemini, and Claude:

What does research from 2025 or later tell us about how people perceive individuals and brands that publish written content that was generated or heavily assisted by AI?

 

The ChatGPT response:

The emerging evidence suggests that when people learn—or believe—that an individual or brand is publishing writing that was generated or substantially created by AI, they can change their perception of the communicator, not just the writing. The most consistent themes are authenticity, effort, trust, credibility and the perceived relationship between the communicator and audience.

The Gemini response:

Empirical consumer psychology and market research from 2025 and 2026 reveal that the initial novelty of AI tools has officially worn off, giving way to a strict "authenticity tax" for entities that publish AI-assisted text.

While studies show that readers actually find unlabelled AI text clear and easy to read, the moment they realize—or are told—that an individual or brand utilized AI to write it, their perception sharply declines.

The Claude response (key takeaways after a long-winded answer):

• The penalty seems driven less by content quality than by perceived effort, sincerity, and authenticity.
• Heavy or fully automated use in relational, voice-driven content is riskiest.
• Light AI assistance under clear human authorship carries the least penalty.
• Disclosure has tradeoffs. Silence risks a bigger backlash if the use is discovered, while disclosure can lower trust up front. Findings on which is better are mixed and depend on framing and audience.

The key takeaway here isn’t that people read content that screams AI and say, “Your content is bad.”

They say, “I’m not sure how real or credible any of this is. It doesn’t seem like you tried very hard. I don’t know if I can trust you or build a relationship with you.”

It doesn't matter if you disclose AI use upfront or people find out on their own.

You can't fix this by removing em dashes and every instance of “it’s not X, it’s Y” (a technique I’m using in this sentence).

This practical guide shows you how to create original, unmistakably human content that truly connects with people, and how to avoid the pitfalls that can cause you to step into a slop bucket.

“Write the Way You Talk. Naturally.”

--David Ogilvy

Before I took my business full-time, I ghostwrote articles for the executives of a global organization in the retail industry.

I remember the marketing director giving an article back to me and saying, “This is far too casual for a senior executive in our organization.”

“But that’s how he talks,” I responded. “Shouldn’t the article sound like him?”

After making my case, I was basically ordered to make the article sound less like this person because it had to be more formal.

Don’t ever do that.

Your content should sound like how you talk in a real-world conversation, a panel discussion, or a webinar.

Same tone. Same figures of speech and metaphors. Same quirks that are uniquely yours. Same personal anecdotes.

Lean into short sentences with simple, understandable words.

Skip the big words and jargon. If you must use language that’s unfamiliar or potentially confusing, provide a simple, clear explanation.

Lose the big words that only appear in press releases and company memos but not in conversation, especially unnecessary adverbs, adjectives, and transitions (consequently, additionally, in conclusion, furthermore, etc.).

Some people bend the rules of grammar. Others would be horrified to dangle a preposition.

Neither is right or wrong as long as you stay true to your voice, who you are, and how you communicate.

Keeping it natural and simple will help the reader “get” you and show the reader you “get” them. Then they’ll start to dial back their BS meters and listen.

That’s the first step towards building trust and inspiring action.

Share Your Stories

Your lived experiences and insights validate the claims you make in your marketing with real-world proof.

Use actual names and locations. Explain what was on the line and the challenges you or your client was facing.

Specific details provide valuable context and make your stories feel more authentic.

Talk about the emotions felt by the “characters” – you, your client, your partners, your adversaries – at different stages of your story.

Readers relate not only to familiar scenarios, but how those scenarios made them feel. And AI fails on feelings. Miserably.

Stories that convey human emotion prove you’ve been where your audience is, and you know how to get where they want to be.

In a hyper-competitive marketplace, your stories and experiences are completely your own. AI doesn’t know them and can’t replicate them.

And they could be the human differentiators that inspire people to choose you over a competitor.

Embrace Your Imperfections

Life isn’t always sunshine and rainbows. Nobody’s perfect. Not you, and not your audience.

Don’t hide from stories about coming up short. Explain what happened, why it happened, how you overcame adversity, what you learned, and how the experience made you better at what you do.

Just like you learn more from failure than success, most people can relate to failure and pain. Marketing is inherently about overcoming obstacles and solving problems, right?

Embracing your imperfections shows vulnerability, transparency, and humility – all very relatable and desirable human characteristics.

Give Your Audience a Voice

Your best prospects will relate to your best clients.

But this goes beyond case studies and success stories, which you should absolutely highlight to make your content unmistakably human.

Instead of just talking about what you did, tell the story of how you made your clients feel. How their lives or businesses changed for the better. The before and after.

Better yet, let your clients tell those stories.

Even if you don’t incorporate a client story into every piece of content, seek input from your clients to align your message with their priorities.

Find out why they work with you, why they chose you over competitors, what keeps them up at night, and how you’ve made their lives better. These should be recurring themes in your content.

Take a Stand

Don’t “both sides” an issue. You can be fair without being neutral.

Show confidence in what you know, what you believe, what you feel, and why. Back up what you say with sound reasoning based on hard data and/or real-world experience.

Use strong language when appropriate. Watered-down language written to not offend anyone weakens impact.

If what you say and how you say it turns someone off, they’re probably not going to be a good client or referral partner anyway.

Share Original Research and Data

The logic hear is simple. Something original is something they can't get anywhere else.

And it shows you're taking meaningful steps to understand and address issues that are relevant to your ideal client.

Professional research is more the domain of larger businesses and corporations that have the budget to commission specific types of studies, surveys, polls, tests, etc.

That doesn't mean you can't perform your own grassroots research.

Polls are relatively easy to create through LinkedIn and email. It's okay if your sample size is small. Just be transparent about it.

"We asked 50 people... 25 responded... this is what they said..."

Sometimes trends and patterns that emerge from simple research are eye-opening. Why not include them in your content?

Read Your Content Out Loud

When I wrote radio commercials early in my career, I annoyed the crap out of my co-workers when I read copy out loud.

I did this because every commercial script had to fit a specific timeframe, from 60 seconds all the way down to 10 seconds.

But I also wanted to make sure every commercial sounded natural.

If it didn’t sound like people speak, I tweaked the copy.

If I felt like I was running out of breath, I broke up sentences.

If it sounded awkward or complicated, I simplified it.

The same principles should apply to any marketing content that you want to sound unmistakably human.

Content should sound and feel natural in your head, in your heart, and out loud.

If You Want Your Content to Feel Unmistakably Human, DO NOT:

 

…Let AI Write Your First Draft

That shouldn’t require more explanation, but I’ll be brief.

Big AI companies aren’t paying writers deep into six figures to edit AI-generated first drafts.

When you start with an AI-generated draft, you allow AI to set the direction based on statistical patterns, not human reasoning. It won’t ask you tough questions or make you think.

You end up with generic tone, predictable sentence structure, and overused cliches that sound… wait for it… AI generated.

For what it’s worth, if you ask me to edit your AI-generated first draft, I can promise you the final product will never, ever, ever be as good as if you had brought me in at the beginning to plan, research, interview, and write.

…Run Your Content Through an AI Detector

I asked Gemini about the effectiveness of AI in spotting content that was generated or heavily assisted by AI. Here’s the response:

AI and automated detection tools are notoriously unreliable in practical scenarios, often functioning little better than a coin toss when facing edited or obfuscated content.

Zing. AI is awesome at the self-own.

If you know your content is unmistakably human, don’t let a machine convince you to change it just because your content doesn’t check all of AI’s boxes for what human content looks and feels like.

…Ask AI to “Make It Sound More Authentic”

If you went through the process of creating unmistakably human content, why in the name of all that’s reasonable would you trust a machine to make it sound more human?

AI is worse at editing than it is at writing from scratch. It has no judgment or perspective.

It just revises for the sake of revising because it can’t distinguish good parts from weaker parts.

There is no fine tuning. Just unnecessary wholesale changes.

It’s not helpful at all, especially when you’ve gone to great lengths to preserve human authenticity.

…Assume Human Writers Guarantee Unmistakably Human Content

Human writers were generating slop for about 15 years before AI claimed the title.

Your CEO’s knowledge and passion make them a thought leader and/or subject matter expert. Communicating that knowledge and passion in a way that’s relevant to your audience with sound marketing strategy behind the words is a completely different skillset.

The person who works at the front desk isn’t a writer just because they know your business and can type.

And that content mill or Fiverr writer charges $15 per blog post for a reason.

If you want your content to feel unmistakably human, you have to invest in a talented human writer who’s willing and able to do the heavy lifting that makes great writing possible.

Final Thoughts

This is not another bitter anti-AI article because AI is just the latest shiny object. This is a pro-human connection article.

The keys to creating unmistakably human content haven’t changed and won’t change just because technology evolves.

Listen, I get the allure of AI. It’s easy to get caught up in speed, volume, and instant gratification.

But search and AI don’t reward speed and volume. Neither does your ideal client.

Your ideal client respects and appreciates unmistakably human content. They value stories, experiences, perspectives, and insights that speak directly to what matters most to them. It gives them confidence.

Most importantly, your ideal client trusts this kind of content and is more likely to reward you with their business and loyalty.

Instead of flooding feeds with slop, focus on creating moments of human connection.

Your clients, current and future, will thank you.