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Fat burners, CLA and the supplement graveyard

March 5, 2026 / By SHRED30 / 6 min read
Unlabelled supplement tubs lined up on a dusty shelf

Every food named in this article is an example, not an instruction — one way a person might choose to meet their targets. Swap anything for foods that fit your own needs, allergies, budget and beliefs. For advice specific to you, talk to a registered dietitian or your physician.

Fat burners are the most profitable shelf in the shop and the emptiest one in the literature. The federal review of weight-loss supplements is unusually direct about it: there is little evidence that any of these products produce meaningful weight loss, and several raise genuine safety concerns.

This is worth doing product by product, because the category survives on the assumption that at least one of them must work. Here is the audit, and where the money should go instead.

Thermogenics, which are mostly caffeine

Open a thermogenic and you find caffeine, green tea extract, and often a stimulant like synephrine from bitter orange. Caffeine does raise energy expenditure slightly and does blunt appetite slightly — both effects are real, both are modest, and both fade as tolerance builds over a couple of weeks.

The problem is the arithmetic. A modest bump in daily expenditure is a small fraction of the deficit your calorie target already creates, and you can have the same caffeine from coffee for pennies with none of the stimulant stacking. Bitter orange and other added stimulants have raised cardiovascular safety concerns, which is a poor trade for an effect you would struggle to detect on a chart.

Green tea extract deserves a separate flag. Concentrated extracts, as opposed to drinking tea, have been linked in case reports to liver injury. That is rare, and it is not a reason to be frightened of tea — but it is a real risk attached to a very small benefit.

The rest of the graveyard

Each of these had a moment, a television segment and a supply shortage. None of them survived contact with controlled trials.

  • CLA — human trials have been mixed and any effects reported are small at best, with gastrointestinal side effects common at supplement doses
  • Raspberry ketone — the interesting results are from cells and rodents at doses that do not translate to people. Human evidence is essentially absent
  • Garcinia cambogia — trials have generally shown little to no meaningful effect on weight, and case reports of liver problems exist
  • Apple cider vinegar — small studies, small effects, and a genuine downside for tooth enamel and the oesophagus when taken neat and regularly
  • Anything promising rapid loss without a change in intake — weight-loss products are among the most frequently found to be adulterated with undeclared pharmaceutical ingredients

Why the category keeps regenerating

Supplements are not assessed for effectiveness before they go on sale the way medicines are. A product can reach a shelf on the strength of a mechanism story and a cell-culture study, with no obligation to demonstrate that it does anything to a human being.

The second reason is that every fat burner is sold alongside a diet. Take the capsules, eat less, lose weight, credit the capsules. That is not a trial, it is a testimonial, and it is why the category has never had to work in order to sell.

There is a third cost that nobody prices in. Believing a capsule is contributing changes how carefully you do the things that are actually contributing. The week you start a fat burner is often the week the weighing gets sloppier and the steps quietly slide, because part of the job has apparently been outsourced. Then the scale stalls, and the conclusion drawn is that you need a stronger product.

Nothing in a capsule has ever out-earned the thing you were told to do anyway while taking it.

Where the money should go

Take whatever a month of fat burners costs and spend it on the inputs with evidence behind them. The list is short, boring and considerably cheaper.

  • Food, specifically protein — the single largest supplement budget line worth defending is the one that helps you hit your daily number
  • Creatine monohydrate, if you lift. A few pounds a month for the best-evidenced legal ergogenic there is
  • Caffeine as coffee, taken before two in the afternoon so it does not cost you the sleep target
  • A basic multivitamin only if your intake is genuinely low or your diet has narrowed — insurance, not treatment
  • Anything that buys you sleep or steps: a decent pair of shoes, blackout curtains, a gym that is on your route home

The line worth holding

The playbook's supplements section says the same thing in fewer words: protein, creatine and caffeine have evidence, everything else is optional. That is not scepticism for its own sake. It is that a thirty-day program has exactly six inputs that move the outcome, and none of them come in a capsule.

If you are considering a weight-loss product with a serious claim attached, that is a conversation with a clinician or a registered dietitian — particularly if you take any regular medication, since stimulant-based products interact with more drugs than people expect. Prescription weight-management medicines exist and are a legitimate medical route for some people; the shelf next to the protein powder is not that route.

Sources

SHRED30

Written by Coach D — the voice of the certified personal trainers behind the SHRED30 system. Educational content, not medical or dietary advice.

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