DustFree

Path first. Specs next. Home fit always.

SCENE MATCH
SPEC TRACEABLE
PEER REVIEWED

Tool · Scene matcher

Vacuum Scene Matcher — Home Fit Shortlist Logic

Asset B1: after the path quiz, score which constraints dominate, then open matched Joined shortlists (published /best/* pages). Formula is public; Pa/runtime stay archived.

Pets
Wet cleaning
Budget / dock

Priority scores (not product ranks)

  1. robot: 52
  2. stick: 38
  3. washer: 10

    Matched shortlists (Joined catalog)

    Live exits from published DustFree best pages / guides. SKUs come from PartnerBoost Joined listings enriched by Affscrape — not invented Shark/Dyson rows.

    1. Overall robot shortlist — Primary Joined robot exit (HPR editorial grades).
    2. Self-empty dock guide — Dock OK — ownership notes on bags/days (no invented fill calendars).
    3. Stick vacuum shortlist — Joined stick hub (runtime/Pa archived, not scored).
    4. Floor washer shortlist — Wet-clean class — Joined wet-dry washers only.
    5. Wet-dry mop synonym shortlist — Same washer class, alternate keyword exit.
    6. Do I need a washer? — Wet need not heavy — confirm class before buying.
    Public formula (relative weights + shortlist map)
    robot = 40 + min(20, area/20) + (dockOk?12:-18) - carpetShare*15
          + pets(short+8|long+6) + wet(light+5|heavy-5) + budget tweaks
    stick = 35 + carpetShare*10 + pets(short+6|long+12)
          + (!dockOk?10:0) + (area<50?8:0) + budget(low+8)
    washer = 10 + wet(light+8|heavy+45) + budget tweaks
    shortlists = map(top classes + pets/carpet/wet/budget) → /best/* Joined pages
    No per-SKU invented scores; Pa/runtime stay archived listing claims.

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