Every Claim We’ve Checked
All 138 claims we have checked, grouped by subject — supplements, training, sweeteners, diets, sleep and the rest — each with its confidence rating.
Every claim on this site has been checked against the primary research and given one of four confidence ratings. There are 138 of them so far, and this page is all of them, grouped by subject.
If you would rather browse by how confident we are, the Established, Supported, Preliminary and Unsupported pages do that instead.
- established (19)
Settled. Large, consistent evidence and the direction is not contested. - supported (34)
Real, with good evidence behind it — but smaller or less certain than Established. - preliminary (35)
Something is here and nobody can tell you what yet. Unresolved on purpose. - unsupported (50)
Checked, and the evidence does not back the claim.
Sweeteners (7)
Sugar substitutes, and the studies people quote about them.
- Are Sugar Alcohols Bad For You? The Real Problem Is Digestive
supported - Are Artificial Sweeteners Bad For You? The WHO Hedged — Here’s Why
preliminary - Is Diet Soda Bad For You? Better Than Regular — With One Catch
preliminary - Is Erythritol Bad For You? A Sweetener Worth Watching
preliminary - Is Stevia Bad For You? “Natural” Is Not a Safety Category
preliminary - Is Aspartame Bad For You? Two WHO Reports, One Headline
unsupported - Is Sucralose Bad For You? The DNA Headlines Skipped One Sentence
unsupported
Supplements (34)
What the tub claims, and what the trials found.
- Caffeine Before a Workout: 21 Meta-Analyses Say It Works. And Your Daily Coffee Habit Does Not Blunt It.
established - Creatine Benefits: They Screened 250 Supplements. Two Survived.
established - Does Creatine Make You Gain Weight? Yes — 1.9 Pounds. The Fat Didn’t Move.
established - How Much Creatine Should You Take? 3 To 5 Grams — And You’re Already Most Of The Way There
established - How Much Protein to Build Muscle: The Famous 1.62 Ceiling Was Never Statistically Significant
established - Psyllium Husk Is Not Nature’s Ozempic. What It Actually Does Is Better Proven and Far Duller.
established - Beta-Alanine: Real, Small, and Only for the Two-Minute Effort. Twenty Trials Say It Does Nothing to Your Body.
supported - Collagen Benefits: It Does Work on Skin. 95% of the Evidence Is in Women.
supported - Creatine for Women: 0.8 lb of Lean Mass in Nine Months. That Is the Bulk You Were Warned About.
supported - Does Protein Keep You Full? Yes — But a Potato Beat Everything
supported - How Much Vitamin D Should I Take? The Big Trials Mostly Tested People Who Were Not Short of It.
supported - Is Creatine Safe? Yes — And the Blood Test Explains the Panic
supported - Magnesium Benefits: It Lowers Blood Pressure. It Won’t Fix Night Leg Cramps.
supported - Protein for Fat Loss: It Works — For Most Dieters, Your Target Is a Third Too High
supported - Ashwagandha Benefits: The Cortisol Drops. Feeling Better Is a Separate Question.
preliminary - Colostrum Benefits: The One Study That Moved Body Fat Used 60 Grams a Day. It Moved 0.4%.
preliminary - Do Multivitamins Work? 84 Trials and 739,803 People Later, the Official Verdict Is “Cannot Be Determined”
preliminary - Does Zinc Help With Colds? Cochrane’s Most Certain Finding Was a Side Effect.
preliminary - Fadogia Agrestis: The Testosterone Study Was Rats. The Same Lab Then Found Liver and Kidney Damage.
preliminary - Glutathione Benefits: It Does Absorb. That Is the Part Everyone Got Wrong, and It Is Not the Part That Matters.
preliminary - Greens Powder Benefits: The Vitamins Do Reach Your Blood. The Flagship Trial Was 30 People and the Brand’s Own Money.
preliminary - Lion’s Mane: The Trial Everyone Cites Had Fifteen People Per Group. Four Weeks After They Stopped, It Was Gone.
preliminary - Whey vs Plant Protein: Strength Came Out the Same. The Lean-Mass Edge Was Under a Pound, in People Under 50.
preliminary - Berberine Benefits: “Nature’s Ozempic” Is 1.9 Pounds. Semaglutide Is 28.
unsupported - Creatine Gummies: Nobody Has Published a Test of One. The Chemistry Says Water and Heat Are the Problem.
unsupported - Do Fat Burners Work? 21 Studies, and Not One Without Diet or Exercise
unsupported - Does Creatine Cause Hair Loss? Nobody Checked The Hair Until 2025
unsupported - Does Creatine Help You Lose Weight? No — And It Will Move Your Scale the Wrong Way
unsupported - Fish Oil Benefits: For Your Heart, the Real One Needs a Prescription
unsupported - Fish Oil vs Krill Oil: 64 Trials Found No Difference. The Absorption Study Has 12 People.
unsupported - Magnesium Glycinate: The Absorption Trial Was 12 People With Resected Bowels. It Came Out Even.
unsupported - Methylene Blue: Approved for a Poisoning Emergency. Fatal Cases Described With Antidepressants.
unsupported - NAD+ Supplements: The NAD Really Does Go Up. Almost Nothing Else Did.
unsupported - Sea Moss Benefits: The NIH’s Own Database Says No Medicinal Value Has Been Proven.
unsupported
Sleep, stress and recovery (15)
The parts of fat loss that happen when you are not training.
- Does Lack of Sleep Cause Weight Gain? Yes — But Not How You Think
supported - Forest Bathing: The Effect Is Real and Large. You Also Cannot Blind Anyone to a Forest.
supported - How to Lower Cortisol: 87 Trials Say You Can. Cortisol May Not Be Why It Helps.
supported - Melatonin Dosage: Seven Minutes Faster to Sleep. The Bottles Ranged 83% Under to 478% Over.
supported - Blue Light and Deep Sleep: The Mechanism Is Real. The Muscle-Recovery Link Is Not.
preliminary - Box Breathing: It Works. So Did Everything Else They Tested.
preliminary - Does Exercise Grow Your Brain? One Trial Found 2% — Not Four Times Faster
preliminary - Doomscrolling: 63 Studies Agree It Goes With Bad Sleep. Not One Can Say Which Way.
preliminary - Metabolizing Stress: Why Your Cortisol Rhythm Might Be Sabotaging Fat Loss (and What to Do)
preliminary - Mouth Taping: The Studies Excluded Anyone With a Blocked Nose. Which Is Why Most People Tape.
preliminary - Am I Overtraining? The Quiz — and Why No Score Can Answer It
unsupported - Cortisol Detox: The Treatment for Low Cortisol Is Being Given Cortisol.
unsupported - Cortisol Face and Cortisol Belly: Borrowed From a Disease That Affects 3 in a Million.
unsupported - High Cortisol Symptoms: Doctors Look for Purple Stretch Marks Over a Centimetre Wide. Not Tiredness.
unsupported - Sleep Hygiene: The Insomnia Guideline Advises Doctors Not to Use It Alone.
unsupported
Meaning and connection (2)
Purpose, belonging, and the places people are said to live longest.
- Ikigai: The Evidence Is Real. The Four-Circle Diagram Is Not Japanese.
supported - Blue Zones: Ten Regions on the List. One Has Never Been Studied.
preliminary
Applied from the outside (13)
Saunas, ice baths, sweat suits, LED panels and compresses — things done to your body rather than by it.
- Ice Baths Work for Soreness — 52 Studies Say So. After Lifting, They Also Blunt Muscle Growth.
supported - Massage for Sore Muscles: It Beat Every Other Recovery Method. It Still Will Not Make You Stronger Tomorrow.
supported - Compression Boots: 319 People in the Whole Literature, and the Effect Is “Trivial to Small”. Massage Won.
preliminary - Does Sauna Burn Fat? The 400-Calorie Claim Came From a Wristwatch
preliminary - Oil Pulling: A Real Signal for Your Gums, Graded Very Low. Mouthwash Still Beats It on Plaque.
preliminary - Red Light Therapy: 3 Inches Off the Waist. Body Fat Percentage Did Not Move.
preliminary - Sauna Benefits: The Numbers Are Striking. They Are Also All Finnish.
preliminary - Beef Tallow for Skin: 77 Trials Could Not Show One Moisturiser Beats Another. Tallow Has 19.
unsupported - Castor Oil Packs: The Drug Is Real. It Just Has to Go Through Your Gut, Not Your Skin.
unsupported - Do Cold Plunges Burn Fat? What Human Research Actually Shows
unsupported - Does Sweating Burn Fat? No — 84% of It Leaves Through Your Lungs
unsupported - Grounding Sheets: Engineers Measured the Current. It Was Nanoamperes, and It Only Tracked You Moving.
unsupported - Lymphatic Drainage Massage: The Compression Did 30%. The Massage Added 7.
unsupported
Diets and eating patterns (10)
Whole approaches to eating, checked one claim at a time.
- Does Fiber Help You Lose Weight? Yes — But the Average Is Easy to Misread
supported - The No-Sugar Diet: Cutting Sugar Lost 1.8 lb in the Trials Pooled for the WHO. Swapping It for the Same Calories Changed Nothing. The Sugar Was Never the Point.
supported - A Vegan Diet Cost Older Adults 2.5 lb of Muscle in 12 Weeks. The Protein They Stopped Eating Is Most of the Story.
preliminary - Carnivore Diet: Nine Human Studies. In the One That Measured Blood, LDL Went 157 to 256.
preliminary - Is Intermittent Fasting Better Than Just Eating Less?
preliminary - Do Detox Teas Work? Nobody Will Name the Toxin
unsupported - Does Cutting Carbs Burn Fat? The First Week Is Water
unsupported - Does Food Combining Work? One Real Trial in Ninety Years Says No
unsupported - How Many Calories to Lose a Pound? 3,500 Is a Rule About One Week, and Everyone Uses It as a Rule About a Year
unsupported - Negative Calorie Foods: One Small Study Put Celery 86% of the Way There
unsupported
Hormones (8)
Blood levels, what they mean, and what moves them.
- How to Increase Testosterone Naturally: If You Carry Extra Weight, Lose It
established - Tirzepatide vs Semaglutide: Tirzepatide Lost 20.2% to Semaglutide’s 13.7% in the Only Head-to-Head Obesity Trial. Only Semaglutide Has Beaten Placebo on Heart Outcomes.
established - Does TRT Work? Clearly For Sex Drive. Barely For Energy.
supported - Free vs Total Testosterone: A Normal Number Can Hide a Low One
supported - Do Testosterone Boosters Work? The Top 16 Had Never Been Tested as Sold
unsupported - Does Lifting Weights Increase Testosterone? Yes — And It Made No Difference
unsupported - Normal Testosterone Levels by Age: The 300 Cutoff Came From Older Men
unsupported - Should You Get Your Testosterone Tested? Symptoms, Yes. A Birthday, No.
unsupported
Training (22)
Whether a given kind of exercise does what it is sold as doing.
- Does Lifting Weights Burn Fat? Yes — Your Scale Can’t See It
established - Does Running Burn Fat? Yes — But Not in the “Fat Burning Zone”
established - Exercise for Lower Back Pain: 249 Trials, 15 Points Less Pain on a 100-Point Scale. If the Pain Is New, the Answer Changes.
established - How to Improve VO2 Max: A Training Block Is Worth About a Decade. Your Watch Cannot See It Happen.
established - How to Lower Blood Pressure Naturally: What Each Thing Is Actually Worth, in mmHg
established - Resistance Training for Seniors: 121 Trials, a Large Gain in Strength — and a Much Smaller One in Daily Life
established - Does Calisthenics Build Muscle? The Light-Load Leg Grew 6.8%, the Heavy-Load Leg 7.2%. Muscle Can’t Tell What It’s Lifting, Only How Close to Failure You Got.
supported - Does Walking Help You Lose Weight? Yes — 10,000 Steps Came From a Campaign
supported - Grip Strength Predicts Death Better Than Blood Pressure. Squeezing Won’t Help.
supported - How Many Steps a Day? About 7,000 — and It Buys More Than Your Heart.
supported - VO2 Max by Age: The Real Numbers — and Why the Same Person Scores 4.5 Lower on a Bike
supported - Walking After Eating: The Same Half Hour, Moved. Blood Sugar Fell 12%, and 22% After Dinner.
supported - Weighted Vests: About 1.6 lb of Extra Fat Loss. And in the Best Trial, the Bones Went Anyway.
supported - Does Dancing Help You Lose Weight? A Zumba Class Burned 369 Calories, Not 1,000. Eight Pooled Trials Couldn’t Find the Fat Loss.
preliminary - Can You Burn Fat Off One Specific Body Part?
unsupported - Do Waist Trainers Work? Nine in Ten Took It Off Before the Trial Ended
unsupported - Does Cardio Burn Muscle? No — the People Doing Both Still Gained
unsupported - Does Soreness Mean Muscle Growth? 110 Men Did 12, 24 or 60 All-Out Reps and Hurt About the Same.
unsupported - How Long Does It Take to Build Muscle? 585 People Did the Same Program for 12 Weeks. One Gained 59%. One Lost 2%.
unsupported - Time Under Tension: 14 Studies Put Slow Reps Against Fast. The Slow Group Grew the Same — If Anything, a Shade Less.
unsupported - VO2 Max Test: The Cheap Estimates Sorted People Into Three Fitness Bands and Got It Right Half the Time
unsupported - Zone 2 Cardio: The Fourteen Experts Who Defined It Also Said the Benefits Might Not Be Unique to It
unsupported
Body composition (6)
What your body is made of, and what the scale can and cannot see.
- Body Recomposition: In a 114-Trial Review, Lifting Alone Took Off 2.2 lb of Fat and Added 1.8 lb of Lean Mass, No Diet. It’s Not a Protocol. It’s the Default.
established - Does Muscle Weigh More Than Fat? Yes — and a Flat Scale Can Hide Fat Loss
established - Does Metabolism Slow With Age? Yes — at 60, Not 30
supported - What Is a Good Body Fat Percentage? The Chart Everyone Quotes Was Built From BMI, Called Provisional, and Never Replaced
preliminary - Are Body Fat Scales Accurate? Right on Average. For One Person, Up to 14.5 Points Off — and a Glass of Water Moves It a Point.
unsupported - Fat or Loose Skin? The One-Inch Pinch Test Points the Wrong Way
unsupported
Food and drink (21)
Individual foods, and the claims attached to them.
- Do Eggs Raise Cholesterol? Yes, 5 to 8 mg/dL. The Fight Is Over Whether It Matters.
established - Does Alcohol Cause Cancer? Yes — and the “Glass a Day Is Good for You” Finding Came From Miscounting Who Had Quit
established - Is Canned Tuna Healthy? Yes — But You’re Probably Draining the Best Part
established - Beetroot Juice Benefits: 3.5 mmHg Off Blood Pressure. More Nitrate Made It Work Less.
supported - Does Chewing Gum Burn Calories? Yes, but Not Enough to Move the Scale
supported - Honey for Cough: Probably Better Than Placebo in Children, for About Three Days. Never Under One Year.
supported - Is Olive Oil Good For You? Yes — But Not Compared To The Oils You’ve Been Told To Fear
supported - Is Red Meat Bad For You? Processed Meat Is The Real Answer
supported - Is Saturated Fat Bad for You? Cutting It Prevented Cardiovascular Events in 15 Trials. Nobody Lived Longer.
supported - Apple Cider Vinegar Benefits: Real for Blood Sugar, About 2 lb for Weight. The Headline Trial Was Retracted.
preliminary - Does Alcohol Make You Gain Weight? Fat-Burning Drops By A Third. Thirty-One Studies Still Could Not Agree.
preliminary - Does Drinking Water Help You Lose Weight? A Little. Just Not How They Said.
preliminary - Is Oatmeal Good For Weight Loss? Maybe a Little. It Does Lower Cholesterol.
preliminary - Tart Cherry Juice: The 84-Minute Sleep Result Came From Eight People. The Better Evidence Is for Something Else.
preliminary - Are Seed Oils Bad For You? Both Sides Are Quoting Half The Evidence
unsupported - Do You Need Electrolytes? The Cramp Claim Rests on 18 Case Reports and One Study of Ten.
unsupported - Does Coffee Help You Lose Weight? Ten Trials Poured Real Coffee. No.
unsupported - Does Lemon Water Help You Lose Weight? No. And It Doesn’t Alkalise You Either.
unsupported - How Much Water a Day? A 1945 Recommendation Lost Its Last Sentence.
unsupported - Is Canola Oil Bad For You? The Thing It’s Accused Of Was Bred Out Fifty Years Ago
unsupported - Is Vegetable Oil Bad For You? The Hydrogenated Kind Was — And It’s Banned
unsupported
Guides
Round-ups built from the verdicts above. They carry no confidence rating of their own, because a guide is not a single claim — each entry inside links to the verdict that justifies it.
- Best supplements for muscle growth — ranked by evidence tier. No products named, nothing for sale.
- Best supplements for men — the same corpus, plus the testosterone shelf. The trials were mostly run on men, and it is still mostly bad news.
- Best supplements for women — where the evidence is genuinely about women, and the much longer list where nobody reported it separately.
- Best supplements for gut health — one item is settled and it is fiber. Half the list is not a supplement at all.
- Best supplements for muscle recovery — the best-evidenced thing on the list is not a supplement at all.
- Best supplements for weight loss — nothing on it reaches Established, and the two with the best evidence are food.
- Best supplements for sleep — exactly one entry is Supported for sleep itself, and it buys you seven minutes.
- Healthiest sweetener — every claim here is a worry rather than a promise, so the ratings run backwards. The one people fear most cleared.
- Healthy habits — the habit verdicts regrouped by what they act on, each with what it costs you in time, money and effort.
Our own data
Not a round-up. This is a measurement the desk made itself, and it is the only page here that needed both halves of a job most publishers only do one side of.
- What health advice actually reaches people — we measured how far twenty claims travelled, then read the studies behind every one. Two thirds of the attention sat on claims that did not hold up — and the handful that survived had something in common we did not expect.
- Who paid for the study — we record who funded the research on every verdict. On most of them, we could not find out. The surprise is not industry money.
- Two kinds of “no evidence” — nobody ran the study, or somebody ran it and found nothing. Both get reported the same way, and only one of them means the claim is wrong.
Nothing here is medical advice. This is journalism — we read the research and report what it says. For anything about your own health, talk to a clinician.