Body • Diabetes • Technology

ChatGPT: A Tool for Navigating Diabetes?

Written by Anthony Emecheta

The latest National Diabetes Statistics Report from the Centers for Disease Control and Prevention (CDC) in January 2026 showed that over 40 million Americans (12%) of the population are living with diabetes. Black adults continue to have the highest prevalence (12.2% – 12.4%) compared to any other ethnicity, making us over 60% more likely to have diabetes than white adults.

Many families where a member is living with diabetes often rely on AI-powered chatbots to steer through ways to manage the condition, including finding the right nutrition and planning exercise routines, especially those who live in neighborhoods with poor access to professional care facilities.

“Never Google your symptoms” is a popular catchphrase and the title of a satirical song released in 2019 by a Swedish ENT specialist, Dr. Henrik Widegren. The song emphasized how searching for simple symptoms can return serious, life-threatening diagnoses.

That narrative has changed since the launch of ChatGPT in 2022. The AI-powered chatbot was trained to offer better suggestions compared to its predecessors. Today, it serves as a highly accessible tool used by many Black families navigating diabetes. However, it also carries a well-documented risk of spreading medical misinformation and perpetuating racial bias. So, is there a right way to use ChatGPT to navigate diabetes?

Why Black Families Navigate Diabetes with ChatGPT

Although Black adults experience disproportionately higher rates of diabetes, we frequently face structural racism, food insecurity, and poor medical infrastructure due to historic underfunding of Black-dominated neighborhoods.

Underlying medical mistrust, systemic healthcare barriers, and the immediate need for accessible, culturally relevant medical information are the major factors pushing Black adults living with diabetes to look for alternative care, including faith-based solutions.

ChatGPT offers an immediate, conversational alternative to traditional care systems that frequently underserve minority populations. The AI-powered chatbot is gaining increasing appeal because of how it breaks down complex medical jargon and explains diagnostic data in simple, everyday language that anyone can easily understand.

A 2026 study highlighted the importance of AI tools in alleviating emotional anxiety and the logistical strain on families managing chronic conditions at home. It allows Black patients managing diabetes to get round-the-clock, personalized educational information, bridging the gaps between hard-to-schedule doctor appointments.

Common Mistakes in Managing Diabetes with ChatGPT

Every AI model is only as good as the quality and quantity of data used for its training. According to KFF, AI models may underperform in diagnostics on patients with darker skin because training datasets are more likely to be collected from lighter-skinned patients.

This means there are limitations to how ChatGPT can be safely used for diabetes management in our community. Treating ChatGPT as a clinical tool rather than a general informational resource can lead to dangerous outcomes. Common mistakes in using ChatGPT for navigating diabetes include:

  • Using it to calculate or adjust insulin dosages: ChatGPT may not safely calculate correction factors or adapt to real-time changes in stress, exercise, illness, or variable metabolic responses
  • Self-diagnosing symptoms or lab results: Interpreting lab results, like fasting blood sugar, using AI can lead to unnecessary panic. In one study, ChatGPT answers regarding diabetes lacked completeness
  • Asking generic meal questions: Asking ChatGPT, “what should I eat for diabetes,” will lead to generic advice that lacks critical context regarding your specific medications and health profile

The Right Way to Use ChatGPT for Diabetes Management

The right use of ChatGPT for navigating diabetes is not to replace a trained physician. Instead, its use should focus on reducing stress, simplifying daily routines, and education. Also, it should never change insulin parameters, medical doses, or core therapies from your healthcare team. Below is a list of the right and safe ways to use ChatGPT for diabetes management.

Better Organization and Tracking of Vital Data

Diabetes management requires proper tracking of blood sugar readings, diet, stress levels, and exercise. With the right data set, you can ask ChatGPT to help you find patterns like morning highs or post-meal spikes that will allow you to organize the data you carry along to your next doctor’s appointment. You can even ask it to generate a simple, clean layout for a daily log sheet of the data you should track—sleep, food, physical activities, etc.

Education and Simplification of Medical Jargons

Not being sure of what a medical term means can lead to anxiety. You can ask ChatGPT to explain it in the simplest way possible for you to understand. You can also ask ChatGPT to prepare a list of questions for your endocrinologist or certified diabetes educator, based on your current health challenges or goals.

Ideas for Planning Meals and Lifestyle

Effective diabetes management requires lifestyle changes and strict meal planning. To avoid blood sugar spikes, you need to consume more low-glycemic meals. If you have a favorite traditional recipe, like soul food, you can ask ChatGPT to provide you with substitute ingredients to lower the total carbohydrate impact without sacrificing flavor. It can also be used to design a workout plan that aligns with your current fitness level.

Drafting Insurance Appeals

Unless you are paying out of pocket, dealing with insurance can be tedious. With the right prompt, ChatGPT can draft a professional appeal letter requesting coverage for technologies like a Continuous Glucose Monitor (CGM) or an insulin pump. This will be particularly useful if it is your first time dealing with insurance and you don’t know what to expect.

ChatGPT is not supposed to replace hospital visits and consultation with a professional physician. Instead, it should be used to complement hospital visits by helping people living with diabetes in our community to gain deeper understanding of their condition, including better lifestyle and meals plans to properly manage the condition. Always trust well-cited articles over a generic advice from ChatGPT. In other words, ensure you know where the advice is coming from.

For More Reading

Tiller, N. B., Marcon, A. R., Zenone, M., Kidd, K. E., Jeukendrup, A. E., Master, Z., & Caulfield, T. (2026). Generative artificial intelligence-driven chatbots and medical misinformation: An accuracy, referencing and readability audit. BMJ Open, 16(4), e112695. https://doi.org/10.1136/bmjopen-2025-112695

Centers for Disease Control and Prevention. (2026, March 11). National diabetes statistics report. United States Diabetes Surveillance System. https://usdss.cdc.gov/diabetes/report.html

Eno, G. (2025). Faith, fasting, and holistic diabetes care. Elevate Black Health. https://www.elevateblackhealth.com/faith-fasting-and-holistic-diabetes-care/

Emecheta, A. (2024). Is type 3 diabetes real? Elevate Black Health. https://www.elevateblackhealth.com/is-type-3-diabetes-real/

Chuma, K. G., & Sibiya, P. T. (2026). Integrating ChatGPT to support children and adolescents with diabetes mellitus in South African healthcare: Perspectives of healthcare professionals and academics. African Journal of Primary Health Care & Family Medicine, 18(1), Article 5433. https://doi.org/10.4102/phcfm.v18i1.5433

Ndugga, N., Artiga, S., & Hinton, E. (2024, February 13). The growing use of artificial intelligence in health care and implications for disparities. KFF (Kaiser Family Foundation). https://www.kff.org/racial-equity-and-health-policy/the-growing-use-of-artificial-intelligence-in-health-care-and-implications-for-disparities/

Meskó, B., Varga, O., & Győrffy, Z. (2023). The role of artificial intelligence in precision medicine: Current applications and future directions. Journal of Personalized Medicine, 13(7), 1090. https://doi.org/10.3390/jpm13071090

Eno, G. (2025). Is our soul food to blame for diabetes? Elevate Black Health. https://www.elevateblackhealth.com/is-our-soul-food-to-blame-for-diabetes/

About the author

Anthony Emecheta

Anthony Emecheta holds a master’s degree in microbiology and is a passionate educator and advocate for racial equity. At Elevate Black Health, he writes on a wide range of topics that impact the Black community, including caregiving, mental health, teen wellness, chronic disease management, home safety, and technology in healthcare. His work highlights culturally competent approaches to health, explores public health policy issues such as HIV criminalization, and provides practical guidance for daily living. Anthony combines scientific insight with an accessible writing style, aiming to empower readers with knowledge and actionable strategies to improve health outcomes in underserved communities.