Weight-Loss Claims, Examined.
Lean Logic Lab is an independent consumer publication about coffee-weight-loss trends, supplement claims, ingredients, and the evidence behind them.
Editorial approach: We separate what a product or trend claims from what reliable evidence can establish. This site is informational and is not medical advice.
Start here
What is the coffee loophole?Understand the viral trend before deciding what to believe.
Does the coffee loophole work?Separate caffeine research from the viral “7-second” claim.
Lean Loophole reviewOur cautious product-review framework and what still needs verification.
Learn before you buy
Weight-loss marketing often compresses a complicated question into a dramatic promise. Our guides cover caffeine, metabolism, supplement labels, safety questions, testimonials, and how to judge “clinically studied” language.