The Nasty Risks of Using AI for Healthcare Content

When AI took off in 2023, more than half my medical clients disappeared overnight. After all, you don’t need a human writer to list symptoms and describe common medical procedures.

But when it comes to healthcare content, prioritizing speed can be incredibly risky. AI may be a helpful starting point, but it still needs a lot of work. Relying on it too heavily without review can have serious consequences—for both your patients and your medical practice.

AI isn’t all bad for your healthcare practice or medical marketing firm—but you do need to find the right balance.

Here’s a closer look at the risks of using AI in healthcare content—and what your medical marketing team should do instead.

Inaccurate or Misleading Medical Information

AI tools pull information from sources they interpret as reputable and authoritative. But even the best sources and healthcare providers occasionally get things wrong.

Most content on the web was written by humans, and humans make mistakes. Plus, AI doesn’t actually understand medicine or healthcare, and it shows in the content it generates.

Some things I’ve noticed when reading AI health content:

  • Complex health information can be oversimplified to the point that it becomes harmful—or stops making sense.
  • Outdated information and statistics—even in recently published content.
  • Information that’s completely wrong—but written in a confident, authoritative tone.

Here’s an example:

AI-generated version (incorrect):

Frustrated doctor

“Drinking extra water can flush bacteria from the bloodstream and cure your infection naturally.”

Human-reviewed version (correct):

“While staying hydrated supports overall health, bacterial infections in the bloodstream often require immediate medical treatment. If you suspect an infection, seek medical care right away.”

The AI-generated statement above sounds logical, reassuring, and authoritative. But suggesting that water alone can cure a bacterial infection in the bloodstream—such as sepsis—is incredibly dangerous and could delay life-saving care.

This is what makes AI especially risky in healthcare—it doesn’t just get things wrong, it gets them wrong confidently.

In healthcare, even the smallest mistake or inaccuracy can make the difference between life and death.

Compliance and Legal Risks

Speaking of misleading information—it’s a major compliance issue and legal risk in healthcare. Healthcare content is subject to truth-in-advertising laws and industry regulations. 

This means it cannot:

  • Make false or unsubstantiated claims
  • Promise guaranteed results (“This treatment will cure…”)
  • Exaggerate benefits or hide risks

Healthcare content must also include appropriate disclaimers and respect patient privacy under HIPAA regulations. Many times, AI unintentionally omits disclaimers from content or uses language that could be interpreted as diagnostic advice.

These practices aren’t just unethical—they can expose your healthcare practice to legal and regulatory risks.

Erosion of Patient Trust

Healthcare decisions are deeply personal. Patients want healthcare content they can trust—content that makes them feel informed and confident about their decisions.

In addition to trust, patients seek these traits in healthcare content:

  • Accuracy
  • Trustworthiness
  • Warmth
  • Empathy
  • Authenticity
  • Professional tone

In comparison, AI-generated content often sounds generic, repetitive, and cold—not necessarily cold, but often lacking a genuine human feel. These traits can turn patients off and push them to look elsewhere for health content that makes them feel better.

Weak Performance in Search (E-E-A-T Signals)

E-E-A-T framework and AI limits

Health is considered a YMYL (Your Money or Your Life) category by search engines. YMYL topics are topics that can potentially impact a person’s health, safety, or financial security. Google heavily scrutinizes any content that falls into these categories, using its E-E-A-T principles.

E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. In fact, Google emphasizes trust as the most important aspect when it comes to E-E-A-T. Content with strong E-E-A-T is generally favored over content that lacks these signals.

Surprisingly, AI falls short when it comes to E-E-A-T in health content. This happens for several reasons:

  • AI lacks original insight
  • AI fails to cite credible sources consistently
  • AI cannot demonstrate real-world experience, because it isn’t human.

Over time, these factors can cause AI-generated content to lose its visibility.

Should Healthcare Brands Avoid AI Altogether?

Not at all! AI is incredibly helpful, and can lead to significant cost savings for both healthcare practices and medical marketing firms. But only when it’s used correctly.

Healthcare brands can use AI for:

  • Developing initial outlines
  • Writing rough drafts
  • Brainstorming and generating new topic ideas
  • Speeding up content publishing and workflows

One thing AI-generated content should never do is replace human oversight. That’s where content strategists come in. Human writers who understand medical marketing can close these gaps, and make sure your healthcare content is safe, trustworthy, and high in quality.

A Better Approach: Human-Led, AI-Supported Content

Combining AI with human writers (or content strategists) is the most effective strategy for healthcare brands that want to succeed in today’s AI-driven world.

Content strategists in healthcare marketing can do the following with your AI content:

  • Fact-check all claims
  • Edit for clarity, compliance, and empathy
  • Edit for accuracy to reduce the risk of misinformation
  • Incorporate expert feedback from healthcare professionals
  • Align content with real patient needs (or buyer personas)
  • Develop clear, patient-friendly messaging that fosters trust and engagement
  • Ensure content is compliant with industry regulations including HIPAA

AI can certainly support this process, but it takes human expertise to make healthcare content safe, credible, and conversion-ready.

Looking to improve the quality of your healthcare content after relying too much on AI? Healthcare marketing is my niche, and I’d love to help your medical practice or healthcare business.

Let’s connect and talk about how to improve your healthcare content.

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