DustFree

Path first. Specs next. Home fit always.

SCENE MATCH
SPEC TRACEABLE
PEER REVIEWED

About DustFree

This site exists because “best vacuum” lists kept ranking suction numbers that cannot be compared — and still sent wet-mess kitchens a mop-pad robot.

Ethan Hale spent years in smart-appliance R&D before building a home floor-care test setup in Portland, OR. The recurring failure mode was not “people bought a bad brand.” It was buying the wrong class: a robot where stairs dominate, a stick where daily whole-home automation was the real need, or a mop-pad bot sold as a floor washer.

DustFree is the editorial site that came out of that work: start with a category path, then match models to home type, pets, and wet-clean needs — with manufacturer suction claims archived, not treated as a league table.

How we work

  • Path first: vacuum type quiz (robot / stick / washer / combo)
  • Then scene weights: scene matcher
  • Catalog from PartnerBoost Joined US merchants, enriched with Affscrape listing fields
  • Growing home-test ledger — full editorial pages allowed without ledger rows; numeric home-test claims are not

Full methodology and open HPR formula: How we rate →

Who writes and who reviews

Ethan Hale — Floor Care Robotics & Vacuum Testing Expert. Writes guides and rankings; electromechanical background; home-test setup owner.

Marcus Voss — Senior Home Appliance Quality & Reliability Reviewer. Technical peer review only; flat fee; no affiliate commission on recommendations.

Why class mistakes matter

Buying the wrong floor-care class usually means:

  • Paying dock + bag costs for a robot that never finishes stairs or sofas
  • Scrubbing greasy kitchens with a mop pad that cannot recover dirty water
  • Trusting Pa/AW marketing as if brands shared a test standard
  • Underestimating 36-month filter / pad / solution spend

The right path first — then the right SKU — is the gap we are trying to close.

We Always:

  • Disclose affiliate relationships
  • Label manufacturer claim vs home test vs editorial judgment
  • Say when a class is a poor fit
  • Update when buy paths or criteria change

We Never:

  • Accept payment for rankings
  • Invent home-test numbers without a ledger entry
  • Cross-compare Pa/AW in scoring formulas
  • Rank by commission rate

Start here