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Do You Need a Glucose Monitor Without Diabetes?

Jayden

Maintains the wage calculators and public-data regional information at 생활데이터랩, and analyzes technology, industry, and policy issues.

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Key points

  • In March 2024 the FDA cleared Dexcom's Stelo as the first over-the-counter continuous glucose monitor, and Abbott followed three months later with two more — one of them aimed squarely at "general consumers looking to improve their overall health and wellness."
  • A clearance means a device is safe and works as described. It is not a finding that wearing one makes a person without diabetes healthier.
  • A CGM does not read blood directly: it estimates glucose in interstitial fluid, lags blood by minutes, and carries a margin of error, so a single number is better read as a range.
  • A 2025 Mass General Brigham study of 972 adults found CGM metrics tracked HbA1c closely in diabetes, weakened in prediabetes, and essentially stopped tracking it in people with normal glucose.
  • A 2026 JAMA Internal Medicine review found no scientific evidence that CGMs improve health or prevent disease in people without diabetes, and a 2024 narrative review flagged anxiety and disordered-eating risks — while no major guideline endorses routine wellness monitoring.

In March 2024, the U.S. Food and Drug Administration cleared the first over-the-counter continuous glucose monitor, Dexcom's Stelo, describing it as intended for adults who do not use insulin — including "those without diabetes who want to better understand how diet and exercise may impact blood sugar levels" [source: FDA, 2024]. Three months later, Abbott received clearance for two more OTC monitors, one of them, Lingo, aimed squarely at "general consumers looking to improve their overall health and wellness" [source: Abbott, 2024]. Almost overnight, a medical device built for diabetes became a wellness gadget you could buy without a prescription.

Then, in August 2026, a review in JAMA Internal Medicine landed with a blunt conclusion: there is no scientific evidence that continuous glucose monitoring improves health or prevents disease in people without diabetes [source: JAMA Internal Medicine, 2026]. So which is it — the next frontier of personalized health, or a solution in search of a problem? The honest answer requires separating three things that marketing tends to blur: what a monitor actually measures, what those measurements mean for a healthy body, and what has actually been proven versus merely claimed.

Why glucose monitors are suddenly on healthy arms

A continuous glucose monitor is a coin-sized patch with a tiny filament under the skin that samples glucose in the fluid between cells, sending a reading to a phone every few minutes. For decades this was prescription technology for people with diabetes, especially those on insulin, for whom a missed high or low can be dangerous. The 2024 over-the-counter clearances changed the audience overnight. Stelo is worn up to 15 days and reports a new reading every 15 minutes [source: FDA, 2024]; Abbott's Lingo is worn up to 14 days, built on the FreeStyle Libre platform the company says is already used by around six million people worldwide [source: Abbott, 2024].

Crucially, the FDA's own language frames these as tools to "understand how diet and exercise may impact blood sugar" — an intended use, not a claim that wearing one makes you healthier [source: FDA, 2024]. That distinction is where the wellness industry has rushed in. The monitors have been folded into a broader "metabolic health" and biohacking movement, and into the apps that surround it.

Integration is the growth story. In late 2024 Dexcom partnered with the smart-ring maker Oura, and the Oura app now displays Stelo glucose data alongside sleep, stress, and activity, next to an AI feature called Meals that estimates nutrition from a photo of your plate [source: Oura, 2025]. The monitors have also been pulled into the weight-loss economy: in August 2025 the FDA cleared Signos, a CGM-powered weight-management app that runs on Stelo sensors and markets support for people taking GLP-1 drugs [source: FierceBiotech, 2025]. Abbott, for its part, publishes guidance arguing that a monitor lets GLP-1 users see how the medication "blunts post-meal spikes" [source: Abbott, 2025]. None of that integration is evidence of benefit; it is distribution. But it explains why healthy people are suddenly wearing a device designed for a disease they don't have.

What the number on the screen actually is

To weigh any of this, you have to know what the device measures — and what it doesn't. A CGM does not read blood glucose directly. It measures glucose in interstitial fluid, which lags behind blood by several minutes and is estimated, not counted, by an algorithm. Every sensor therefore carries a margin of error, and reviewers caution that a single reading is better understood as a range than a precise figure [source: Diabetic Medicine, 2024]. For someone with diabetes deciding on insulin, that approximation is still far better than flying blind. For a metabolically healthy person parsing a wiggle on a graph, the same imprecision can turn ordinary noise into a false alarm.

There is a deeper measurement problem that surfaced in a 2025 study from Mass General Brigham. Researchers compared CGM readings against HbA1c — the blood test that reflects average glucose control over months — in 972 adults. In people with diabetes, the two tracked closely. But the correlation weakened in prediabetes and essentially vanished in people with normal blood sugar [source: Diabetes Technology & Therapeutics, 2025]. As the lead author put it, CGM data "is not a substitute for HbA1c" [source: Diabetes Technology & Therapeutics, 2025]. In other words, for a healthy person, the dramatic real-time curve on the app may say very little about long-term metabolic health at all.

What a "spike" does and doesn't mean

The single most misunderstood thing a monitor shows is the "spike." Eat a bowl of rice, watch the line jump, and an app may flag it in alarming red. But glucose rising after a meal is normal physiology that happens in everyone — the body releases insulin, the number comes back down. Standard clinical thresholds treat a fasting level under 100 mg/dL (5.6 mmol/L) as normal, and a reading under 140 mg/dL (7.8 mmol/L) two hours after a glucose load as normal as well [source: American Diabetes Association, 2025]. A transient post-meal rise inside those bounds is not disease; it is a healthy body doing its job.

This is where measurement and meaning come apart. The monitor is measuring something real, but the interpretation layered on top — that spikes are inherently harmful, that a flatter curve is a healthier one, that you should rearrange your diet to suppress every rise — is not something the number itself establishes. Much of the "glucose optimization" advice circulating online treats a normal excursion as a problem to be engineered away, without evidence that doing so benefits a person who is not diabetic.

The science that wellness brands cite most often actually illustrates the gap. A landmark 2015 study from the Weizmann Institute monitored 800 people across roughly 47,000 meals and found that individuals eating identical foods had strikingly different glucose responses [source: Cell, 2015]. That finding is real and genuinely interesting — it is the basis for the pitch that generic diet advice is wrong for you. But notice what it shows: that responses vary between people, not that measuring your own response and chasing a flatter line makes you healthier. The leap from "your curve is personal" to "flattening your curve improves your health" is exactly the inference the evidence has not made.

The evidence for healthy users, weighed honestly

So what does the outcome evidence say? For people without diabetes, it is thin, and where it exists it is unimpressive. The 2026 JAMA Internal Medicine review, led by researchers at the University of Gothenburg, surveyed the field and concluded there was no scientific evidence that CGMs improve health or prevent disease in people who do not have diabetes, and warned that marketing has outpaced the data [source: JAMA Internal Medicine, 2026]. Systematic reviews of CGMs as a behavior-change tool in people without diabetes have similarly found the evidence limited and mixed rather than compelling [source: Diabetic Medicine, 2024].

This does not mean a monitor can never be interesting or motivating for a curious person; seeing a number move can prompt a walk after dinner. It means the strong version of the claim — that continuous monitoring delivers a measurable health benefit to the metabolically healthy — is not supported. And it matters that the professional guidelines reflect this. The American Diabetes Association recommends CGM within diabetes care, most strongly for people using insulin; no major guideline recommends routine monitoring for healthy people as a wellness practice [source: American Diabetes Association, 2025]. The evidence base that makes CGMs genuinely valuable lives in the disease they were designed for.

The case for caution

There is also a plausible downside, and it is not hypothetical. A 2024 narrative review in Diabetic Medicine examined CGM use by people without diabetes and flagged a real risk: that watching glucose all day can breed anxiety about what "normal" even is, drive obsessive food tracking, and in some people tip into disordered eating, including orthorexia — an unhealthy fixation on "clean" or "pure" foods [source: Diabetic Medicine, 2024]. When a device paints every meal green or red, food stops being food and becomes a test to pass or fail.

That risk compounds the measurement problem. A reading that is imprecise by design, interpreted through the belief that every spike is dangerous, in a body where spikes are normal, is a recipe for chasing noise. The same review urged clinicians to be cautious interpreting CGM readouts in people without diagnosed diabetes, precisely because the significance of those readings is so poorly established [source: Diabetic Medicine, 2024]. Data without context is not insight; it can be the opposite.

Marketing claims versus verified facts

The last layer to keep straight is evidentiary status — who is telling you a monitor helps, and on what basis. An FDA clearance means a device is safe and performs as described; it is not a verdict that the device improves the health of a healthy user [source: FDA, 2024]. A company page explaining how a monitor pairs with a GLP-1 program is marketing, however reasonable it sounds [source: Abbott, 2025]. A partnership that puts glucose data next to your sleep score is a product feature, not a clinical finding [source: Oura, 2025]. And a peer-reviewed review in JAMA Internal Medicine concluding there is no evidence of benefit is a different kind of statement altogether [source: JAMA Internal Medicine, 2026].

Blur those together and "the FDA cleared it," "a study monitored 800 people," and "it improves your metabolic health" collapse into one vague impression of scientific endorsement. Pulled apart, the picture is clearer: the devices are real, well-made, and legitimately useful for diabetes; the wellness use is a marketing frontier that the outcome evidence has not yet caught up to.

What to watch

The honest read in 2026 is neither "everyone should track their glucose" nor "it's all snake oil." Continuous monitors are a genuine advance for diabetes and a fascinating window into individual physiology. For people without diabetes, they are an intriguing measurement in search of a proven meaning — and, used with the belief that every rise is a threat, a plausible source of needless worry.

Three things will tell you whether that changes. First, whether randomized trials — not app testimonials — show that monitoring produces lasting health benefits in people without diabetes. Second, whether anyone learns to interpret these readings in healthy bodies well enough to separate a meaningful signal from normal noise. Third, whether professional guidelines ever move beyond diabetes to endorse wellness monitoring. Until then, the useful posture is the one the evidence supports: take the measurement seriously, hold the meaning lightly, and remember that a monitor tells you what your glucose is doing, not what it means.

Timeline

  1. Cell publishes the Weizmann Institute's personalized-nutrition study: 800 people across roughly 47,000 meals show strikingly different glucose responses to identical foods — a finding about variability between people, not about benefit from measuring it.

    Cell — Personalized Nutrition by Prediction of Glycemic Responses (opens in a new tab)
  2. The FDA clears Dexcom's Stelo, the first over-the-counter CGM, for adults not using insulin — explicitly including people without diabetes who want to understand how diet and exercise affect blood sugar. Worn up to 15 days, a new reading every 15 minutes.

    U.S. FDA — FDA Clears First Over-the-Counter Continuous Glucose Monitor (opens in a new tab)
  3. Abbott receives clearance for two more OTC systems. Lingo, worn up to 14 days, targets "general consumers looking to improve their overall health and wellness" and runs on the FreeStyle Libre platform the company says is already used by around six million people worldwide.

    Abbott — Clearance for Two New Over-the-Counter CGM Systems (opens in a new tab)
  4. Late in the year, Dexcom partners with smart-ring maker Oura; the Oura app begins displaying Stelo glucose data beside sleep, stress and activity, next to an AI feature that estimates nutrition from a photo of a plate.

    MobiHealthNews — Oura Ring now syncs with Dexcom's Stelo CGM (opens in a new tab)
  5. A narrative review in Diabetic Medicine examines CGM use by people not living with diabetes and flags concrete risks: anxiety about what counts as "normal," obsessive food tracking, and a slide toward disordered eating including orthorexia. It urges clinicians to be cautious interpreting these readings.

    Diabetic Medicine — Innovative solution or cause for concern? (opens in a new tab)
  6. The ADA's Standards of Care keep CGM inside diabetes care, recommended most strongly for people using insulin, and restate the diagnostic thresholds: fasting under 100 mg/dL (5.6 mmol/L) normal, and under 140 mg/dL (7.8 mmol/L) two hours after a glucose load normal. No major guideline recommends routine monitoring for healthy people.

    American Diabetes Association — Standards of Care in Diabetes—2025 (opens in a new tab)
  7. Abbott publishes Lingo guidance arguing that a monitor lets GLP-1 users see how the medication "blunts post-meal spikes" — a company claim, published by the device maker, not a peer-reviewed finding.

    Abbott (Lingo) — GLP-1s, CGMs, and Weight Goals (opens in a new tab)
  8. The FDA clears Signos, a CGM-powered weight-management app that runs on Stelo sensors and markets support for people taking GLP-1 drugs — pulling the monitor into the weight-loss economy.

    FierceBiotech — FDA clears Signos' over-the-counter, CGM-powered weight loss app (opens in a new tab)
  9. Diabetes Technology & Therapeutics publishes a Mass General Brigham study of 972 adults comparing CGM metrics with HbA1c. The two moved together in diabetes, the association weakened in prediabetes, and it essentially vanished in people with normal glucose. The lead author: CGM data "is not a substitute for HbA1c."

    Mass General Brigham — Continuous glucose monitoring for people without diabetes (opens in a new tab)
  10. A JAMA Internal Medicine review led by University of Gothenburg researchers surveys the field and concludes there is no scientific evidence that CGMs improve health or prevent disease in people who do not have diabetes, warning that marketing has outpaced the data.

    JAMA Internal Medicine — Continuous Glucose Monitoring in People Without Diabetes (opens in a new tab)

Analysis

A clearance is a permission, not a promise

The FDA's decision says a device is safe and performs as described. Its own framing casts the Stelo as a tool for understanding how diet and exercise affect blood sugar — not a claim that wearing one improves health. Every wellness claim layered on top of that clearance is a separate assertion that needs its own evidence, and the peer-reviewed literature has not supplied it.

The number on the screen is an estimate, not a count

A CGM samples interstitial fluid rather than blood, lags by minutes, and produces an algorithmic estimate with a margin of error. For someone dosing insulin, an approximation still beats flying blind. For a metabolically healthy person reading ripples on a graph, the same imprecision can turn ordinary noise into a false alarm.

The signal fades exactly where the market is growing

In the Mass General Brigham study of 972 adults, CGM metrics tracked HbA1c closely in diabetes, weakened in prediabetes, and essentially stopped tracking it in normal glucose. The population the wellness industry is selling to is the population in which the relationship between the live curve and long-term metabolic control was weakest.

A spike is not a diagnosis

Glucose rising after a meal is normal physiology: the body releases insulin and the number comes back down. Standard clinical thresholds treat fasting under 100 mg/dL and a reading under 140 mg/dL two hours after a glucose load as normal. A transient rise inside those bounds is what a working metabolism looks like — the interpretation that flatter is always healthier is not established by the number itself.

The most-cited study shows variability, not benefit

The Weizmann study wellness brands lean on found that identical foods produce strikingly different responses in different people. That is a genuine and interesting result about between-person variability. It is not a demonstration that measuring your own responses and chasing a flatter line makes you healthier — and the distance between those two statements is where most marketing lives.

Distribution is not evidence

Glucose beside sleep scores in a ring app, a cleared weight-management app running on the same sensor, company guidance about GLP-1 users seeing spikes blunted: each is a product decision or a marketing document. None of them is an outcome study. The category has scaled through integration, which explains the growth without settling the question of benefit.

The documented downside is psychological, and it compounds the measurement problem

The 2024 Diabetic Medicine review points to anxiety about "normal," obsessive food tracking, and disordered eating including orthorexia. Layer that on a reading that is imprecise by design and being interpreted in a body where spikes are normal, and the failure mode is specific: chasing noise. The review's own recommendation was caution among clinicians reading these traces in undiagnosed people.

Why this article has no chart

Every number in this story resists an honest axis. The wear times ("up to 15 days," "up to 14 days") are ceilings, not measurements. "Around six million" users is a hedged, word-scaled company figure. The clinical thresholds — under 100 mg/dL fasting, under 140 mg/dL two hours post-load — are diagnostic boundaries on two different measurement bases, and plotting a boundary as a value is exactly the confusion this article is about. The two study figures (972 adults; 800 people across roughly 47,000 meals) are populations from unrelated studies with different endpoints and units. Charting any of them would have meant inventing a comparison the sources do not make, so the figures appear below in the wording their sources published.

Comparison

What kind of statement is it? The claims behind wellness CGMs, sorted by the sort of evidence each one actually is.
StatementWho says itWhat kind of evidence it is
The first over-the-counter CGM is cleared for adults not using insulin (March 2024)U.S. FDARegulatory clearance — safe and works as described; not a health-benefit finding
Intended for people who want to understand how diet and exercise may impact blood sugar levelsU.S. FDAStatement of intended use, not a claim that use improves health
Lingo is for "general consumers looking to improve their overall health and wellness"AbbottCompany positioning / marketing
A monitor lets GLP-1 users see how the medication "blunts post-meal spikes"Abbott (Lingo)Company claim published by the device maker
Glucose data appears beside sleep, stress and activity, with AI meal estimatesOura / DexcomProduct feature, not a clinical finding
A CGM-powered weight-management app is cleared and marketed to GLP-1 usersU.S. FDA clearance, reported by trade pressClearance plus marketing — again not an outcome result
CGM metrics stopped tracking HbA1c in people with normal glucose (972 adults)Diabetes Technology & Therapeutics (Mass General Brigham)Peer-reviewed study
No scientific evidence that CGMs improve health or prevent disease without diabetesJAMA Internal Medicine (University of Gothenburg)Peer-reviewed review of the field
CGM belongs within diabetes care, most strongly for insulin usersAmerican Diabetes AssociationProfessional guideline
The figures in this story, exactly as their sources published them — and why none of them belongs on a chart axis.
Figure, as publishedSourceWhy it is not charted
Worn "up to 15 days," a new reading every 15 minutes (Stelo)U.S. FDA, 2024A wear ceiling, not a measured duration — and days and minutes are different units
Worn "up to 14 days" (Lingo)Abbott, 2024Also a ceiling; the two devices' maximums are limits, not observed values
"Around six million people worldwide" on the FreeStyle Libre platformAbbott, 2024 (company figure)Hedged and stated in words; a company user count with nothing comparable to plot it against
972 adultsDiabetes Technology & Therapeutics, 2025A single study's population — one number on its own axis compares nothing
800 people across "roughly 47,000 meals"Cell (Weizmann Institute), 2015People and meals are different units, and the meal count is a rounded restatement
Fasting under 100 mg/dL (5.6 mmol/L) is normalAmerican Diabetes Association, 2025A diagnostic boundary, not a measurement — plotting it as a value would imply a reading
Under 140 mg/dL (7.8 mmol/L) two hours after a glucose load is normalAmerican Diabetes Association, 2025Another boundary, and on a different measurement basis than the fasting one
Two ways of measuring glucose, and why the study compared them.
PropertyContinuous glucose monitorHbA1c blood test
What it samplesGlucose in the interstitial fluid under the skinGlucose reflected in a blood test
Time frameA new reading every 15 minutes, in real timeAverage blood-sugar control over months
Nature of the valueAn algorithmic estimate carrying a margin of errorA laboratory result
How to read one numberBetter understood as a range than a precise valueRead as the summary measure it is designed to be
In people with diabetesMetrics moved closely with HbA1c (972 adults)The measure the CGM data was compared against
In people with normal glucoseThe association essentially vanishedUnchanged as the comparison measure
Guideline standingRecommended within diabetes care, most strongly for insulin usersWhat the study's lead author said CGM data "is not a substitute for"

Process

  1. A prescription device is cleared without a prescription

    March 2024: the FDA clears the first OTC CGM for adults not using insulin, a category that had been prescription technology for decades.

  2. The intended user widens

    The clearance language explicitly includes people without diabetes who want to understand how diet and exercise may impact blood sugar levels.

  3. A consumer brand is built on top

    Three months later Abbott's Lingo targets general consumers looking to improve their overall health and wellness, on a platform the company says already has around six million users.

  4. The data is integrated into other apps

    Late 2024: Dexcom partners with Oura, and glucose appears beside sleep, stress and activity alongside AI meal estimates.

  5. It is bundled with weight loss

    August 2025: a CGM-powered weight-management app is cleared on the same sensor and marketed to people taking GLP-1 drugs; the device maker publishes its own GLP-1 guidance.

  6. The evidence is checked, and it does not follow

    2025–2026: CGM metrics stop tracking HbA1c in normal glucose, a JAMA Internal Medicine review finds no evidence of health benefit without diabetes, and guidelines keep CGM inside diabetes care.

Sources

  1. U.S. Food and Drug Administration — FDA Clears First Over-the-Counter Continuous Glucose Monitor (Dexcom Stelo) (2024-03-05).View source (opens in a new tab)
  2. Abbott — Abbott Receives U.S. FDA Clearance for Two New Over-the-Counter Continuous Glucose Monitoring Systems (Lingo, Libre Rio) (2024-06-10).View source (opens in a new tab)
  3. Abbott (Lingo) — GLP-1s, CGMs, and Weight Goals (2025).View source (opens in a new tab)
  4. Oura / Dexcom — Oura Ring now syncs with Dexcom's Stelo CGM (Glucose and Meals features) (2025).View source (opens in a new tab)
  5. FierceBiotech — FDA clears Signos' over-the-counter, CGM-powered weight loss app (2025-08).View source (opens in a new tab)
  6. JAMA Internal Medicine — Continuous Glucose Monitoring in People Without Diabetes (Johansson et al., University of Gothenburg) (2026-08-04).View source (opens in a new tab)
  7. Diabetes Technology & Therapeutics — Lack of Association Between Hemoglobin A1c and Continuous Glucose Monitor Metrics among Individuals with Prediabetes and Normoglycemia (Rodriguez et al., Mass General Brigham) (2025-10-01).View source (opens in a new tab)
  8. Cell — Personalized Nutrition by Prediction of Glycemic Responses (Zeevi et al., Weizmann Institute) (2015-11-19).View source (opens in a new tab)
  9. Diabetic Medicine — Innovative solution or cause for concern? The use of continuous glucose monitors in people not living with diabetes: A narrative review (Oganesova et al.) (2024).View source (opens in a new tab)
  10. American Diabetes Association — Standards of Care in Diabetes—2025 (diagnostic criteria; diabetes technology/CGM) (2025).View source (opens in a new tab)

Tags

  • #continuous-glucose-monitor
  • #cgm
  • #metabolic-health
  • #blood-sugar
  • #biohacking
  • #health-evidence
Do You Need a Glucose Monitor Without Diabetes? | 생활데이터랩