66 claims · Unclear or doesn’t work

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Sold hard, shown to do little or nothing. Some of these work for something else; each card is one marketing claim.

Strength16
Beta-alanine

Maximal strength

Unclear

No reliable effect: very short efforts under 30 seconds showed no benefit (ES 0.040), and an 8-week trial in trained lifters found no extra 1RM gain over placebo.

Sodium bicarbonate

Maximal strength (1RM, peak force)

Doesn’t work

No effect: pooled data from 11 studies found no change in muscular strength (SMD −0.03), whether tested rested or fatigued.

Ashwagandha

Strength gains with resistance training

Unclear

Possibly a small boost, but not established: pooled effects of SMD 0.60 (bench press) and 0.52 (lower body) came from just three trials, lost significance under a stricter analysis, and were rated low certainty.

Citrulline malate / L-citrulline

Maximal strength

Doesn’t work

No overall effect on muscle strength in resistance-trained adults (SMD 0.13, 95% CI -0.21 to 0.46).

Dietary nitrate (beetroot juice)

Maximal strength

Unclear

Trivial at best: pooled strength effect SMD 0.08, no effect on isometric maximal contraction (SMD 0.03), and no significant effect when strength was tested rested.

Omega-3 (fish oil, EPA + DHA)

Strength

Unclear

At most a very small effect: one meta-analysis found SMD 0.12 (barely significant), a newer one found SMD -0.02 (no effect), with very low certainty.

Taurine

Strength and power

Unclear

Uncertain: a 2025 meta-analysis saw benefit in strength/power subgroups, but effects weakened when influential studies were removed and certainty was low to very low.

D-aspartic acid

Strength and muscle gains

Doesn’t work

No added benefit: strength and muscle size rose equally with D-aspartic acid and placebo over 28 days (3 g/day) and 12 weeks (6 g/day) of training.

Fenugreek extract

Strength gains with training

Unclear

No significant extra strength in pooled data: leg press SMD 0.22 (95% CI -0.02 to 0.47) in male athletes; one 8-week trial in trained men found equal 1RM gains with fenugreek and placebo.

HMB (beta-hydroxy-beta-methylbutyrate)

Strength in untrained beginners

Unclear

Small strength gains in untrained men (about 10% more lower-body and 7% more average strength gain), but body-composition effects were trivial, and a later meta-analysis of young adults found no strength benefit.

Multivitamin / multimineral

Athletic performance (strength, endurance)

Doesn’t work

No benefit: 90 days of a high-potency multivitamin-mineral did not change VO2max, endurance, strength or muscular endurance in well-nourished active men.

Tribulus terrestris

Strength and muscle

Doesn’t work

No added strength or fat-free mass versus placebo over 5-8 weeks of training in elite rugby players and resistance-trained men.

Vitamin D

Strength in people who are vitamin D deficient

Unclear

Small at best: effects were larger below 30 nmol/L and in people 65+, but in deficient young men lifting weights, 8000 IU/day added no strength or lean mass over 12 weeks.

Vitamin D

Strength and power in people who are not deficient

Doesn’t work

No meaningful effect: in athletes starting at or above 75 nmol/L the effect on power was trivial (SMD 0.15, not significant), and pooled strength across athlete trials was not significantly improved.

ZMA (zinc + magnesium + vitamin B6)

Strength in people who are magnesium deficient

Unclear

Possibly helps: magnesium's benefits appeared more pronounced in older adults and people with alcoholism, groups likely to be low in magnesium, but the pooled strength effects were not significant.

ZMA (zinc + magnesium + vitamin B6)

Strength and muscle gains

Doesn’t work

No extra strength, muscular endurance, power or lean mass over 8 weeks of training in trained men; magnesium alone did not improve strength in athletes.

Muscle gain11
Beta-alanine

Muscle gain / body composition

Doesn’t work

No effect: pooled data from 20 RCTs found no change in fat-free mass (+0.05 kg, not significant), body fat or body mass, and an 8-week RCT found no added muscle thickness.

Ashwagandha

Muscle size and body composition

Unclear

Unproven: no trial measured muscle directly; chest circumference rose more (SMD 0.86, very low certainty) and body fat did not change significantly (SMD -0.32).

BCAAs (branched-chain amino acids)

Keeping muscle while dieting

Unclear

Weak: one small, industry-funded trial (17 men) reported lean mass kept with BCAAs versus a carbohydrate drink, but its data were publicly questioned and only 1 of 22 BCAA trials found any body-composition change.

BCAAs (branched-chain amino acids)

Muscle growth

Doesn’t work

BCAAs alone raise post-workout muscle protein synthesis 22% over a zero-calorie placebo in one trial, but less than complete protein, and a review of 24 athlete studies found negligible effects on body composition.

Collagen peptides

Builds muscle as well as whey

Doesn’t work

No: whey grew muscle thickness more than leucine-matched collagen (8.4% vs 5.6% in the thigh) over 10 weeks of training.

Omega-3 (fish oil, EPA + DHA)

Muscle gain

Doesn’t work

No: meta-analyses found no effect on muscle mass (SMD 0.07) or fat-free mass (SMD 0.26, not significant), with or without resistance training.

Conjugated linoleic acid (CLA)

Muscle and strength gains

Unclear

Fat-free mass rose by about 0.27-0.3 kg (under 1%) in meta-analyses; trials in experienced lifters found no strength or body-composition benefit.

Fenugreek extract

Lean mass and body fat

Unclear

No significant change in pooled lean mass (SMD 0.19) or fat mass (SMD -0.19); one 8-week trial in trained men reported a 1.77% vs 0.55% body-fat drop.

Glutamine

Muscle gain

Doesn’t work

No added gain: in a 6-week training RCT, lean mass rose 2% with glutamine and 1.7% with placebo, not a significant difference, and a meta-analysis of 25 trials found no effect on body composition.

HMB (beta-hydroxy-beta-methylbutyrate)

Preserving muscle in older adults

Unclear

Small benefit: greater muscle mass in older adults taking HMB (standardised mean difference 0.352) with no change in fat mass.

HMB (beta-hydroxy-beta-methylbutyrate)

Muscle gain and strength in trained lifters

Doesn’t work

No effect in trained athletes: pooled effect sizes were trivial and non-significant for bench press (0.00), leg press (0.09) and fat-free mass (0.16).

Fat loss9
Caffeine

Fat loss

Unclear

One meta-analysis of 13 RCTs suggests caffeine might promote small reductions in weight and fat mass, but results were extremely inconsistent between trials.

Creatine monohydrate

Fat loss

Unclear

No reliable fat loss: one meta-analysis found 0.73 kg less fat mass, but two others found no significant change in absolute fat mass, only a very small drop in body-fat percentage.

Conjugated linoleic acid (CLA)

Fat loss

Unclear

Tiny: about -0.44 kg fat mass across 70 trials, and high-quality trials showed no change in fat mass or body-fat percentage.

Garcinia cambogia

Weight and fat loss

Unclear

At most about 1 kg: pooled estimates of -0.88 kg and -1.34 kg, while a 12-week JAMA RCT and a 54-trial herbal meta-analysis found no effect.

Garcinia cambogia

Reduces appetite

Unclear

Mixed: one small single-blind crossover found 15-30% lower energy intake, but a double-blind crossover found no change in satiety or intake.

Green tea extract

Fat loss

Unclear

Small at best: a Cochrane review found -0.04 kg versus control in trials outside Japan, and with exercise the added effect was described as quite minimal.

Green tea extract

Burns more fat during exercise

Unclear

Inconsistent: 1-7 days of extract did not change fat oxidation in cycling men, and 8 weeks of decaf extract alone did not change it in exercisers.

L-carnitine

Fat loss

Unclear

Modest extra weight loss of 1.21-1.33 kg versus control in pooled trials, about 2 kg of fat mass in one analysis, with no change in body-fat percentage or waist size and benefits seen mainly in people with overweight or obesity.

Raspberry ketones

Fat loss

Doesn’t work

No human trial of raspberry ketone alone exists. Two 8-week trials of stimulant blends containing it gave conflicting results, one industry-sponsored.

Testosterone7
Ashwagandha

Raises testosterone

Unclear

A small rise in men: a 2026 meta-analysis found +57.43 ng/dL versus placebo in men and no change in women, with rises staying within the normal physiological range.

D-aspartic acid

Raises testosterone in untrained men

Unclear

One 12-day trial in 23 untrained men reported a 42% testosterone rise; it has never been independently replicated, and a systematic review called the human evidence inconsistent and sparse.

D-aspartic acid

Raises testosterone in resistance-trained men

Doesn’t work

No: 3 g/day for 2-4 weeks and 6 g/day for 2-12 weeks did not raise testosterone in trained men, and 6 g/day for 14 days lowered total and free testosterone.

Fenugreek extract

Raises testosterone

Unclear

At most a small rise in total testosterone (SMD 0.25-0.32) with very low certainty, and no reliable change in free testosterone, the active fraction.

Tribulus terrestris

Raises testosterone

Doesn’t work

No meaningful effect: 8 of 10 trials in one review found no change in androgens, and the only increases (60-70 ng/dL) were in men with low testosterone.

ZMA (zinc + magnesium + vitamin B6)

Testosterone in people who are zinc deficient

Unclear

Plausible but thinly tested: in 9 marginally zinc-deficient older men, 3-6 months of zinc raised testosterone from 8.3 to 16.0 nmol/L, and restricting zinc in 4 young men lowered it.

ZMA (zinc + magnesium + vitamin B6)

Raises testosterone (zinc-replete men)

Doesn’t work

No: ZMA raised blood zinc but did not change total or free testosterone in trained or regularly exercising men eating enough zinc.

Recovery8
Protein powder (whey, casein, plant blends)

Recovery / soreness

Unclear

Does not reduce muscle soreness; some pooled data show better preservation of strength in the 24-96 hours after hard lifting, but results are inconsistent.

Ashwagandha

Recovery from training

Unclear

Weak evidence: one trial reported a smaller creatine-kinase rise, while the other found better perceived recovery only within the ashwagandha group, not versus placebo.

BCAAs (branched-chain amino acids)

Faster recovery of strength and performance

Doesn’t work

No difference from placebo in muscle performance 24 or 48 hours after damaging exercise (SMD 0.08 to 0.21, not significant).

Citrulline malate / L-citrulline

Less muscle soreness

Unclear

One meta-analysis reported reduced soreness 24 hours after exercise but not at 72 hours; the 48-hour result was not statistically significant (p = 0.25), and a crossover trial found no recovery benefit.

Collagen peptides

Strengthens tendons and connective tissue

Unclear

Unproven: 15 g/day did not improve tendon size or stiffness over 15 weeks of training versus placebo; a meta-analysis effect on tendons was very low certainty.

Tart cherry

Less muscle soreness

Unclear

Inconsistent: a small effect in one meta-analysis (ES -0.44, CI near zero) but no pooled effect in a newer meta-analysis of athletes.

Glutamine

Recovery and soreness

Unclear

One 16-person crossover trial found lower soreness ratings and faster recovery of fast-speed knee strength after eccentric exercise; no meta-analysis of recovery outcomes exists.

L-carnitine

Recovery and muscle soreness

Unclear

Pooled small trials report less muscle soreness 24-48 hours after hard exercise and lower muscle-damage blood markers at some time points; the reviews give no pooled size of the soreness benefit in their abstracts.

Health8
Creatine monohydrate

Memory and brain function

Unclear

Not shown for typical young lifters: memory gains were concentrated in older adults (SMD 0.88) with no effect in younger people (SMD 0.03); one broader analysis found a small memory benefit (SMD 0.31).

Omega-3 (fish oil, EPA + DHA)

Heart health in healthy adults

Unclear

Uncertain: 1 g/day did not lower major cardiovascular events (HR 0.92, not significant) in 25,871 healthy older adults, though heart attacks fell (HR 0.72); atrial fibrillation risk rose in cardiovascular trials.

Glutamine

Immune support

Doesn’t work

No benefit in healthy athletes: a meta-analysis found glutamine generally had no effect on athletes' immune function, and reviews conclude it does not improve immune surveillance in healthy, well-fed people.

Multivitamin / multimineral

Long-term health (cancer, heart disease, lifespan)

Unclear

Little or no effect: no change in all-cause, vascular or cancer mortality across 21 trials, and an 8% lower total-cancer risk (HR 0.92) in one 11-year trial of older male doctors.

Tribulus terrestris

Erectile function

Unclear

A meta-analysis of 8 trials in men with erectile dysfunction found modestly better erectile-function scores than placebo (IIEF-5 +3.23), with no change in testosterone; one 30-man trial found no benefit.

Vitamin D

Fewer stress fractures during heavy training (with calcium)

Unclear

Promising: female navy recruits given 2000 mg calcium plus 800 IU vitamin D had 20% fewer stress fractures (5.3% vs 6.6%) during 8 weeks of basic training.

Vitamin D

Fewer colds and respiratory infections

Unclear

Not clearly: the updated 2025 meta-analysis of 40 trials (61,589 people) found OR 0.94 (95% CI 0.88-1.00), no longer statistically significant, with no added effect in deficient people.

Vitamin D

Bone health and fracture prevention

Doesn’t work

No effect in the general population: vitamin D did not lower total fractures (RR 1.00), hip fractures or falls, or meaningfully change bone density, at high or low doses.

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