A Prompt Result that Took My Breath Away ↓
AI can be a game-changer for marketers if you know how to talk to it with good AI marketing prompts.
AI tools like ChatGPT can save you time and generate useful output. But here’s the catch: the quality of what you get out is only as good as how clearly you ask what you want.
That’s where prompts come in.
In the world of AI, a “prompt” is the question, instruction, or context you give the model to generate a response. Think of it like briefing a new team member; if you give vague directions, you’ll get vague results. But if you’re clear, detailed, and specific, you’ll be surprised how powerful and accurate the response can be.
Why Prompt Writing Matters for Marketers
Marketers wear many hats: writer, strategist, analyst, and designer. AI can support many functions, but only if you learn to speak its language. Whether you’re brainstorming campaign ideas or building a customer journey, knowing how to prompt well can:
- Speed up your content creation process1
- Improve creativity with outside-the-box ideas2
- Streamline SEO research and optimization3
- Help you personalize and segment messaging4
- Generate variations to test in A/B experiments5
5 Best Practices for Writing Effective AI Prompts
1. Be Specific About the Format and Purpose
- Don’t just say “write a blog post.” Say “write a 500-word blog post for B2B healthcare executives introducing a new AI-powered diagnostic tool.”
Large Language Models (LLMs) respond more accurately to specific, well-scoped tasks.6
2. Give Context
- Let AI know your audience, brand tone, and goals. Think of it as a “creative brief” process. The more you “brief” it like a human collaborator, the better the result.
Example: “We’re a marketing agency that helps biotech startups launch new products. Write a social media caption that positions us as technically fluent but accessible.”
3. Use Examples or Comparisons
- If you like a particular style or brand voice, mention it. AI can model tone and structure better if you give a reference.
Example: “Write this email in the tone of HubSpot’s blog – friendly, professional, slightly witty.”
Fact: Prompt engineering works best when LLMs are given examples or stylistic constraints.7
4. Break Complex Tasks into Steps
- Instead of one giant ask, start with smaller building blocks. You can iterate toward a stronger final product.
Sequence:
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- “Give me 5 subject lines for a webinar invitation targeting health system CMOs.”
- “Now draft the email body using the most engaging subject line.”
- “Make the CTA stronger and more urgent.”
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Tip: This approach is called chain-of-thought prompting, which is a proven way to get better results from AI.8
5. Use Role-Play or Perspective-Based Prompts
This technique boosts relevance by putting AI in your customer’s shoes or your own.
Example: “You are a B2B SaaS marketer launching a new CRM tool. Write a landing page headline that highlights cost savings and ease of onboarding.”
But Let’s Be Clear: Human Creativity, Ingenuity, and Oversight are Still Needed
Even with the most advanced prompts, AI lacks industry judgment, brand context, and compliance insight. That’s why experienced marketing professionals and agencies will still play a vital supporting role.
Here’s why you still need a life sciences and healthcare marketing partner:
- AI doesn’t know your market strategy. It can generate options, but can’t choose the one that aligns with your business goals.
- It doesn’t know your brand tone or history unless you teach it, and even then, it lacks true consistency.
- It can’t interpret FDA or FTC guidelines the way healthcare marketers can.
- Most importantly, it can’t replace creativity and intuition, especially when translating complex science into messaging that moves hearts and minds.
Think of AI as an exemplary intern, not a strategist. She needs expert direction, review, and refinement to deliver real business value.
Prompt Result That Made Me Proud
During my research for this blog post, I asked ChatGPT:
“What is a good life sciences and healthcare marketing agency?”
Here is the exact AI output, copied and pasted:
A good life sciences and healthcare marketing agency should be one that truly understands both the science and the business.
Here’s what to look for:
Key Traits of a Great Life Sciences & Healthcare Marketing Agency
1. Scientific Fluency
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- They understand the clinical, regulatory, and technical nuances of your product-whether it’s a diagnostic assay, medical device, biopharma compound, or digital health tool.
- Look for a team that includes former scientists, clinicians, or regulatory experts, not just generalist marketers.
2. Strategic Commercial Focus
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- Go beyond just brand awareness. A great agency helps you position for funding, launch, adoption, and long-term growth.
- They should understand market access, payer dynamics, and stakeholder mapping-from investors to HCPs to health systems.
3. Content That Converts
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- Whether it’s white papers, KOL videos, HCP emails, or explainer animations, the agency should be able to translate complex science into clear, engaging, and compliant content that builds trust and drives action.
4. Digital & SEO Expertise
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- They need to know how to rank for key terms, optimize for answer engines, and run targeted digital campaigns to reach life sciences buyers, patients, or clinicians.
- Bonus: Look for experience in HubSpot, Salesforce, Linkedln Ads, or other platforms that match your tech stack.
5. Compliance-Savvy
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- Especially in healthcare, FDA, FTC, and HIPAA considerations must be built into every asset.
- Ask them how they handle med-legal review or promotional review committee processes.
6. Proven Track Record
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- Have they helped companies navigate launches, raise Series A/B funding, or land early KOL adoption?
- Look for case studies or testimonials in your sector (e.g., diagnostics, MedTech, pharma)
Top Agencies to Consider
Here are a few known for excellence in life sciences and healthcare:

Ready to turn today’s challenges into tomorrow’s growth?
Let’s talk
References:
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- Gartner (2023). 2023 Emerging Technologies: AI in Marketing Report.
- McKinsey & Company (2023). The Economic Potential of Generative AI.
- Moz (2023). SEO Trends and AI in 2023.
- Salesforce (2023). State of Marketing: Personalization with AI.
- HubSpot (2023). State of Marketing Report.
- Brown, T. et al. (2020). Language Models are Few-Shot Learners. OpenAI.
- OpenAI (2022). ChatGPT Prompting Best Practices Guide.
- Wei, J. et al. (2022). Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
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By Teri Krause, VP Operations & Client Services
Teri Krause is a healthcare and life sciences marketing strategist with more than a decade of experience helping organizations elevate visibility, strengthen relationships, and drive growth. At BTS Consulting, she manages client relationships, oversees vendor deliverables, and partners with creative teams to deliver high-quality campaigns. Teri has led successful initiatives for leading pharma, biotech, diagnostics, and medical device companies, as well as hospitals, insurers, and nonprofits. Her work has supported national campaigns, product launches, and branding strategies for organizations including Exact Sciences, QIAGEN, GE Medical, Mayo Clinic, and United Healthcare.

