Making Content More Human: How to Differentiate from AI

Key Takeaways

• The problem – When businesses use AI to produce blogs and service pages, the content usually features similar structures, phrasing, and surface-level information, making it harder for them to stand out and engage readers.
• The solution – Incorporating natural language and exclusive elements that readers cannot find anywhere else can make content more credible and memorable than generic AI-generated material.
• Practical steps – Include case studies, expert quotes, custom graphics, original opinions, and firsthand observations in your content to add depth that AI outputs typically lack.

Why Human Content Matters More Than Ever

In the last five years, artificial intelligence (AI) has become a standard part of digital marketing, with approximately 88% of marketers using AI in their current role. For content teams, the appeal is obvious, as generative AI has expedited the creation of blog posts, service pages, social media posts, and other marketing materials.

That increased efficiency comes with a new challenge: there is now more content competing for attention than ever. Businesses in the same industry often publish articles covering the same subjects, using similar structures and recommendations. When that content is created with similar AI tools, the language can also begin to sound remarkably alike.

This creates an opportunity for brands willing to prioritize originality. If you learn what differentiates AI writing from human writing, it’ll be easier to make content that readers trust and engage with longer, helping you maximize the value of written content. However, before we pit AI vs human content, it is important to understand how today’s AI models produce content in the first place.

The Growing Cycle of AI-Generated Sameness

AI models generate responses by identifying patterns across enormous amounts of existing information. They can synthesize those patterns into coherent responses, but they lack the firsthand experience that humans have with their company’s customers, internal processes, successes, or failures.

That creates the potential for a cycle of sameness that follows these three steps:

1. Businesses publish AI-generated content
2. Future AI systems encounter and learn patterns from that content
3. Similar recommendations and language become increasingly common

The result is an increasingly circular content ecosystem. This does not mean all AI content is inherently poor; it just means you shouldn’t rely solely on AI to write content. You need to offer something beyond the information an AI system can easily reproduce.

Common Characteristics of AI-Generated Content

As the director of organic search at collystring, I’ve reviewed plenty of competitor content while researching topics for our clients. Some of the most common characteristics of overly AI-generated content include:

• Generic examples that could apply to almost any business
• Predictable structures that follow the same introductory and explanatory patterns
• Surface-level advice without much explanation of how or why something works
• Limited original research or unique data
• Repetitive phrasing that makes multiple sections sound interchangeable

Differentiating AI Content from Human Writing​

People can distinguish AI-generated text from human writing at rates above chance. When they do, they tend to trust it less due to it feeling repetitive, overly polished, or disconnected from real experience. Businesses have an opportunity to separate themselves by incorporating elements AI cannot easily reproduce, such as firsthand experiences and case studies.

Why Readers Still Prefer Human Expertise

People rarely visit a website simply to receive information they could find in a dozen other places. They want detailed answers that are useful, credible, and relevant to their situation.

The table below lists some common components of engaging SEO writing and why they matter.

What Readers Value	Why It Matters	Tangible Examples
Experience & Credibility	Demonstrates that advice is grounded in real-world work rather than theory or recycled information	• Mentions of certifications or years operating in the industry • Successful client projects from the past
Unique Perspectives	Gives readers insights they cannot easily find in AI-generated or generic content, making the blog more memorable	• Industry observations • Expert opinions • First-person commentary on emerging trends
Transparency & Authenticity	Builds trust by showing both successes and challenges, making the content feel more genuine and relatable	• Lessons learned from failures (explaining why certain strategies did or didn’t work) • Admitting limitations
Real Examples	Helps readers understand how concepts apply in practice and makes advice easier to implement	• Campaign results • Website redesign outcomes
Actionable Advice	Gives readers practical next steps they can apply immediately rather than leaving them with only high-level concepts	• Checklists • Templates • Evaluation questions

Including these details can transform informational content into a resource with genuine value. Nevertheless, you shouldn’t shoehorn these into every sentence—carefully evaluate your content and consider which human elements naturally fit the subject.

How You Can Make Your Content More Human

Ethical content creation does not require abandoning AI entirely. AI can help with loose foundational work, such as brainstorming or creating an initial outline. From there, human writers can take over to add the expertise and specificity that make content genuinely useful.

The following steps can make your writing feel more human.

Include Real Case Studies

Original client stories are one of the clearest ways to differentiate content from generic AI output. An AI system cannot independently know the details of your company’s projects unless that information has been provided to it.

Consider incorporating specific details such as:

• Before-and-after metrics
• Business challenges
• Strategy decisions
• Implementation details
• Results achieved or lessons learned

Data from in-house studies is particularly valuable because competitors cannot easily duplicate it. A service page explaining a general strategy becomes much more compelling when it includes evidence of how your organization actually applied that strategy.

Use Expert Quotes and Firsthand Perspectives

Subject matter experts can provide authority and insight that generalized AI recommendations often lack.

At collystring, our writers can draw on perspectives from different members of the organization we are working with. By conducting discovery meetings and having conversations with people who have boots on the ground, we can include details that would otherwise be difficult to incorporate into content.

If you are personally an expert on a subject, including a sentence like “One challenge I’ve consistently seen is…” can immediately establish a firsthand perspective.

Create Custom Graphics

Visual content can also help differentiate AI from human content. Stock photography and generic AI-generated images can be useful in some situations, but 87% of people agree it is important for an image to be authentic. Custom visuals give businesses an opportunity to reinforce their identity while explaining information more effectively.

With that in mind, consider using visual elements like:

• Custom illustrations or data visualizations
• Screenshots from your website
• Process diagrams
• Photos of your team

In addition to making complicated subjects easier to understand, custom visuals also give readers another signal that the content was created specifically for them rather than generated from a generic template.

Share Original Opinions

Businesses should not be afraid to explain why they make particular recommendations. Thoughtful opinions make content more memorable because they demonstrate that someone has evaluated the issue rather than simply summarized commonly available information.

Consider incorporating the following elements to unlock the hidden value of content:

• Lessons learned
• Process improvements
• Industry predictions
• Strategic tradeoffs
• Reasons behind specific recommendations

There is a meaningful difference between saying, “Businesses should optimize their websites,” and explaining which site optimization strategies your team has found most effective and why.

Write Like a Person, Not a Prompt

If you are committed to using AI, a human editor is imperative to remove unnecessary language, add context, challenge weak claims, and make sure the writing actually sounds like the brand it’s for.

As you edit, reference the table below so the content sounds as human as possible.

What You Should Avoid	What You Should Do
Excessively repeating yourself	Use natural language
Transitioning between ideas in a clunky way	Vary your sentence structure
Stuffing the content with keywords	Include specific examples
Providing generic introductions	Provide clear explanations

Human Content Performs Better for SEO

Search rankings are not determined simply by how many pages a business publishes. The quality and usefulness of those pages matter, too.

Content classified as purely AI-generated only appears in the top position 9% of the time, compared with 80% for content classified as human-written. This suggests there can be meaningful differences between AI content vs human writing when it comes to search visibility.

How Human Content Impacts SEO

Human-created content can contribute to several signals that support broader SEO performance, including:

• Engagement and time on page – Useful, relevant content gives visitors more reason to stay.
• Backlinks – Original research and unique insights provide stronger reasons for other websites to reference a page.
• Brand searches – Memorable content can encourage readers to seek out a company directly.
• Repeat visitors – Readers are more likely to return when they consistently find useful information.

Google prioritizes experience, expertise, authoritativeness, and trustworthiness, commonly referred to as E-E-A-T. Adding firsthand knowledge, expert perspectives, original examples, and transparent explanations can help demonstrate those qualities.

AI can assist with research, brainstorming, and outlining, but businesses still need humans to provide the original value that makes content worth finding.

Human Content Also Creates Better Reader Experiences

People engage more readily with material that feels conversational, authentic, and relevant to their needs. In my experience working in organic search, readers consistently respond well to things like anecdotes, practical advice, and personality. These elements make content easier to remember and give readers a reason to engage beyond simply finding an answer.

That engagement can translate into valuable actions, including:

• Sharing content with others
• Returning to the website
• Subscribing to newsletters
• Exploring additional pages
• Becoming a lead

Ultimately, brands are creating content for people. Search engines help those people find it, but the content still needs to provide a reason for them to stay.

How collystring Treats AI During Content Production

AI has become a valuable productivity tool within our own content workflow. However, we use it selectively for foundational tasks such as brainstorming, creating initial outlines, and summarizing research. After those initial steps, our team of talented professionals introduces SEO strategy, conducts real research, writes and edits the content, and ensures that the finished product reflects the organization we are representing. 

Nevertheless, sometimes helpful content writer tools that have built-in AI features, such as Grammarly, are used to help us review work and eliminate grammatical oversights. Bookending our approach with tools like this gives us the benefits of AI efficiency without allowing automation to dictate the content strategy.

Building Content That Stands Apart

As AI becomes more common, businesses need content that offers something automation cannot: original insight, expertise, and perspective—that is where collystring can help.

Our Content team and SEO specialists may strategically use AI in the early stages of content creation. Still, the research, strategy, writing, editing, and brand alignment that comes after are all human-led, making it easier for your content to stand out. Plus, our design and development team can also bring custom visuals and other original elements into the content to further separate it from AI.

Contact collystring to build a content strategy that combines efficiency with originality, expertise, and a distinctly human perspective.