Evidence matched to the promise

  • Identify the exact material, prototype or finished product tested
  • Name the measured outcome and meaningful comparison
  • Keep scale, duration, operating conditions and uncertainty visible

Research and editorial approach

I combine an example from my own constructed-wetland research with EPA treatment and analytical-method guidance, FTC advertising resources, and the National Academies’ discussion of reproducibility and replicability.

Practical claim writing

The article closes with five questions technical teams can answer before publishing a claim. It shows how a narrower, specific statement gives a buyer more useful information than a broad appeal to scientific authority.

My role

I developed the argument, researched the supporting sources, drew on my own experimental work, and wrote and published the article independently. The reading page preserves the October 5, 2026 LinkedIn edition, including images, captions, emphasis, quotations and source links.