Marketing Terms: When Words Do the Work Instead of the Product

Marketing is designed to influence behavior, not to provide a complete picture. It works by highlighting favorable information, minimizing context, and framing choices in ways that feel intuitive, even when they are incomplete. Consider a familiar example: “You can win up to $5 million.” The number sounds large, but it doesn't describe the odds, the distribution of outcomes, or the most likely result. The statement is technically true, but it tells only the most attention-grabbing part of the story.

Engineers would recognize this immediately as a partial specification. It's like advertising a system's peak throughput without disclosing average performance, failure modes, or operating conditions. This framing shows up everywhere. Prices are advertised “as low as,” products promise “results in as little as seven days,” and features are labeled “premium” or “advanced” without defining what that means. The language is not wrong, but it is incomplete. The same approach increasingly shapes how products are marketed around health, safety, and sustainability.

When health becomes a cultural priority, products suddenly appear “healthy.” When environmental impact becomes salient, packaging turns green. When concern about chemicals rises, labels emphasize “clean,” “non-toxic,” or “free from,” often without clarifying free from what, and what replaced the removed ingredient. The move away from bisphenol A (BPA) is a familiar example: many products became “BPA-free,” yet substituted closely related chemicals with similar, or less well-understood, health profiles, something researchers call regrettable substitutions. Likewise, as consumers moved away from plastic food packaging, paper alternatives proliferated, many relying on thin, invisible plastic linings. The form changed; the underlying exposure often did not.

Regulators do attempt to curb the most misleading claims. In the United States, the Federal Trade Commission's Green Guides outline how environmental and health-related marketing claims must be substantiated. But they are not pre-approval standards, and they do not require companies to disclose the full context behind a claim. Much of the burden still falls on consumers to distinguish regulatory compliance from meaningful risk reduction.

The risk is not that marketing exists, but that language substitutes for substance. Consumers may infer protection or reduced risk where none has been demonstrated. This matters because people make real decisions based on these signals, about what they eat, apply, inhale, or bring into their homes.

Managing marketing claims requires the same mindset as managing risk: slow down the frame and restore context. Treat broad terms as prompts, not conditions. Words like “natural,” “green,” “clean,” “non-toxic,” or “healthy” are invitations to ask follow-up questions:

• ▪What exactly does this term mean here?
• ▪What is being claimed, and what is not?
• ▪Compared to what baseline? Who defines the standard?
• ▪Is this a marketing claim, a regulatory designation, or a verified certification?

It is also useful to distinguish absence claims from safety claims. “Free from X” means free from X. It does not mean “safe” or “better.” Finally, recognize trend alignment for what it is: when an entire market suddenly adopts the same language, it usually signals marketing convergence, not scientific consensus. You don't need to reject all marketing. You just need to avoid outsourcing judgment to it.

For readers who want to explore how environmental and health claims are evaluated, regulated, and interpreted:

The challenge of greenwashing: an international regulatory overview, KPMG (2025).

FTC Policy Statement on Deception, Federal Trade Commission (1983).

Avoiding Regrettable Substitutions: Green Toxicology for Sustainable Chemistry, Maertens, A., Golden, E., Hartung, T. https://pmc.ncbi.nlm.nih.gov/articles/PMC9432817/

Federal Trade Commission. Green Guides, 16 CFR Part 260.

National Institute of Environmental Health Sciences. Bisphenol A (BPA).

National Institute of Environmental Health Sciences. Endocrine Disruptors.

Muncke, J., et al. Impacts of food contact chemicals on human health: a consensus statement. Environ Health 19, 25 (2020).

Liu, W., et al. Paper-based products as substitutes for plastics. BioResources 15(4), 2020.

Scherer, L.D., et al. The psychology of 'regrettable substitutions' (2014). PMID: 29386966.

Geueke, B., Groh, K., Muncke, J. Food packaging in the circular economy. J Cleaner Production 193, 2018.