Supplement Marketing Hype: 4 Tells on the Label
By Jon Klipstein, U.S. Army Combat Veteran & Founder of Die Tryin Co.
Science reviewed by Onur Oncer, BS Physiology (Phi Beta Kappa) and peer-reviewed published researcher. Full disclosure: Onur founded and formulated Shroombiosis, one of the products recommended below.
THE INDUSTRY SELLS YOU THE CLAIM, NOT THE DOSE
Most people get this wrong. They think the problem with supplement marketing is the loud stuff. Ten pounds of muscle in thirty days. Instant fat loss. Next-generation, nano-enhanced, ultra-bioavailable whatever.
That part is easy to spot. The real distortion is quiet, and it lives on the back of the bottle: a legitimate ingredient, with legitimate research behind it, dosed at a fraction of what the research actually used, sold with the study's name still attached. Nothing on that label is technically false. All of it is misleading.
Here is the standard a post like this has to clear. A supplement company writing about supplement marketing is either useful or running a longer con, and the only thing separating the two is whether the company puts its own receipts on the table. So this one does, including an ingredient Die Tryin Co. sold for years and does not sell anymore.
| WHAT THE MARKETING SAYS | WHAT IT ACTUALLY MEANS | WHAT TO CHECK |
|---|---|---|
| "Clinically proven" | A study exists on the ingredient. Not on this product, at this dose, in this population. | Put the label number next to the study number. See how far apart those can be. |
| "Proprietary blend" | The amounts are hidden, and hiding them is legal. | Nothing to check. That is the point. Walk away. |
| "Research backed" | Could mean a human trial. Could mean cells in a dish. | Ask whether the research measured a human outcome or only a mechanism. |
| "Next-generation" compound | A phrase with no regulatory or scientific meaning. | Find the actual compound name and the milligrams behind it. |
| "My favorite pre-workout" | May be a paid partnership, disclosed or not. | Read the label anyway. The disclosure is not the issue. |
WHY THE CLAIMS ARE LEGAL IN THE FIRST PLACE
Start with the part nobody explains. Under the law that governs this category, the FDA does not have the authority to approve dietary supplements before they are marketed, and the agency states it is generally limited to postmarket enforcement. There is no gate. A company writes a formula, prints a panel, and ships it.
That is not a conspiracy. It is the regulatory structure the category was built on, and it means the burden of checking lands on you. The brands that behave well and the brands that do not are standing on the same shelf with the same permission to be there.
THE INFLUENCER PROBLEM IS NOT THE ONE YOU THINK
The standard complaint about fitness influencers is undisclosed sponsorship. That complaint is fair, and brands that hide the relationship deserve what they get. The research points somewhere more uncomfortable.
A 2026 experiment ran 289 people through "what I eat in a day" videos with sponsorship switched on and off. Sponsored content raised how trustworthy viewers rated the creator. It raised how attractive they found them. What it lowered was perceived authenticity, and viewers who saw the sponsored version were measurably more likely to reach for a cookie over an apple afterward.
Read that again. Seeing that the video was sponsored did not break the spell. It made the creator look more legitimate, like a professional other brands had already vetted. Transparency is necessary and it is not sufficient, which is why every honest version of this conversation ends in the same place: go read the panel yourself.
THE NUMBER THAT EXPOSES THE WHOLE CATEGORY
In 2019, researchers publishing in the journal Nutrients pulled the top 100 commercially available pre-workout products and read every supplement facts panel. The average product carried 18.4 ingredients. An average of 8.1 of them sat inside a proprietary blend at undisclosed quantities, which works out to 44.3% of all ingredients in the category being amounts you are not allowed to see.
The doses they could see told the same story. Beta-Alanine showed up in 87% of products at an average of 2.0 grams, which the authors flagged as below the efficacious dose. Caffeine averaged 254 mg, sitting near the low end of an effective dose for a 70 kg lifter. L-Tyrosine appeared in 63% of products at an average of 348 mg.
Hold that last number. Three hundred and forty-eight milligrams, in a category that sells L-Tyrosine as a focus ingredient. That is the whole thing in one line: real compound, real research, dose set by the cost sheet instead of the study.
THE SAME STANDARD, TURNED AROUND
Easy to write all that. Harder to publish the parts that cut the other way. Four of those are live on this site right now:
- Every milligram printed, including the uncomfortable one. Project M777 lists all 20 actives in milligrams with zero proprietary blends, down to 1 mg of Alfabin® Rauwolscine per scoop. That is an ingredient most brands would bury inside a blend name.
- A flagship dose, publicly limited. One scoop of M777 carries 3,500 mg of L-Tyrosine against that 348 mg category average. Our own L-Tyrosine breakdown then tells you that for a well-rested lifter on an easy session, research suggests it does close to nothing. Ten times the category average, and the post still draws the line where the evidence draws it.
- Mechanism labeled as mechanism. The L-BAIBA research behind Incendiary Stage 2 is cell, animal, and human-correlation work. Our fat burner breakdown says exactly that, in those words, in the article that supports the product.
- Conflict of interest disclosed on a load-bearing study. The Shroombiosis launch post cites a human dose-response trial on acacia fiber and states in the same sentence that the trial was run by the gum's own supplier, and that our dose sits well below what it tested.
None of that is generosity. It is the only version of this argument that survives a skeptical reader checking it.
THE INGREDIENT DIE TRYIN CO. STOPPED SELLING
Incendiary Stage 1 ran on CaloriBurn GP, a grains of paradise extract, for thermogenic support. It sold for years. It is discontinued now, out of production, and it is not coming back.
Here is the honest reason, because the dishonest version would have been easier to write. CaloriBurn is not a bad ingredient. The grains of paradise research is real, it stays published on this site, and nothing about the Stage 1 formula was a mistake. What happened is that customers kept reaching for Stage 2 instead, over and over, until the demand was not there to justify carrying both. So the line consolidated and Stage 1 came off the board.
Everything routes to Incendiary Stage 2 (MitoBurn®) now: one capsule, the full 500 mg MitoBurn® trademark dose, one active, no blend. It is a different compound doing a different job, not a reformulated Stage 1, so read the panel before assuming it is a like-for-like swap. The capsule is gelatin, which means it is not vegan. A brand that trashed its own former ingredient to move you onto the replacement would be doing the exact thing this post exists to call out.
WHAT TO ACTUALLY CHECK BEFORE YOU BUY
Four moves. They take about ninety seconds and they filter out most of the category.
- Find the milligrams. Every active, individually listed. A proprietary blend is a decision the brand already made about how much you get to know.
- Compare the dose to the study, not to the claim. If a brand names research, the research names a number. Those two numbers should be close.
- Ask where the evidence came from. A mechanism in rodents is interesting. A measured outcome in trained humans is a different tier, and honest copy tells you which one it has.
- Read the language. "May support" and "research suggests" are what accurate copy sounds like. "Clinically proven" and "guaranteed" are what marketing sounds like when nobody is checking.
FREQUENTLY ASKED QUESTIONS
Are all supplement marketing claims false?
No, and treating them that way is its own mistake. Creatine Monohydrate, Beta-Alanine, L-Citrulline and caffeine all have deep human research behind them. The distortion is rarely in whether an ingredient works. It is in whether the amount in that particular tub matches the amount that produced the result.
Does a proprietary blend automatically mean the product is bad?
It means you cannot evaluate it, which is functionally the same problem. Roughly 44% of ingredients across the top 100 pre-workouts sit inside one. If a formula were dosed generously, hiding the numbers would cost the brand its single best selling point.
Should I stop trusting fitness influencers entirely?
Trust the demonstration, not the endorsement. An influencer showing you their actual training is giving you something real. An influencer telling you a product is their favorite is handing you a marketing asset, disclosed or not, and the research suggests the sponsorship label will make them read as more credible rather than less.
Why does Die Tryin Co. publish research that limits its own products?
Because the alternative is a claim that cannot survive a reader checking it. Overstating L-Tyrosine wins one sale and loses that reader permanently the first time they open the actual study. Standards that only apply to competitors are not standards.
Is CaloriBurn GP coming back?
No. Incendiary Stage 1 is discontinued and will not be restocked. The grains of paradise research stays published because the ingredient was never the problem. Customers preferred Stage 2, so the line consolidated there.
What is the single fastest red flag on a label?
The word "blend" with one total weight next to it. Everything else on a panel takes reading. That one takes a glance.
READY TO GEAR UP?
Nothing here is a pitch to buy something. It is a pitch to read a panel. If the panel holds up, buy it, and it does not have to be ours.
- Hardest training days, full panel printed: Project M777 (20 actives in milligrams, no blends)
- Daily driver: SEND IT 3.0
- Stim-free pump and focus: Red Dot
- One active, one printed number: Incendiary Stage 2 (MitoBurn®) (500 mg L-BAIBA per capsule, no blend)
- Gut and immune support: Shroombiosis
Not sure where you fit? Run the supplement quiz, or start with the complete pre-workout guide and decide for yourself.
Basics beat hype. Real doses of real ingredients. If a brand will not tell you the number, the number is the reason.
ALWAYS FORWARD.
Read more
Most pre-workouts put 500 mg of L-Tyrosine on the label and call it a focus formula. Here's where 7 grams actually comes from, and what it really does.
Most pre-workouts are built for margins, not performance. 6 markers of a real formula vs. 5 red flags that tell you it's expensive caffeine in a flashy tub.
MitoBurn is built on L-BAIBA, a molecule your muscles release when you train. Here is the honest state of the evidence.
The honest pre-workout buyer's guide — 6 things that actually matter (real doses, banned-substance testing, smart caffeine, no proprietary blends) plus which DTC pre-workout fits your goal.
Fat burners aren't a scam because the ingredients are fake. They're a scam when they're sold as a substitute for a calorie deficit. Here's the honest version.
Seven fruiting-body mushrooms, honest doses, and what the research actually shows (and doesn't). The no-hype athlete's guide to the new Shroombiosis collab.
GEAR THAT FITS THIS POST
The products this article actually talks about. Real doses, disclosed labels, veteran owned.
