clearfit

Methodology

How we compare products

We believe in showing our working. Here's exactly how we evaluate and rank appliances — and how the quiz narrows things down to your best-fit options.

The process

Three steps from specs to match

01

We gather the data

We compile specifications directly from manufacturers, energy rating databases, and retailer listings. We don't accept manufacturer data at face value — where independent test data is available, we cross-reference it. Prices are sourced from major Australian retailers.

02

We translate the jargon

Every manufacturer uses different names for the same technologies — we translate them into one standardised, comparable spec. Samsung's "Twin Cooling Plus," LG's "DoorCooling+," Haier's "ABT No Frost," and Fisher & Paykel's "ActiveSmart" all describe variations of multi-zone cooling — we map them all to the same standardised field so you can compare across brands. This is the core of what we do, and it's painstaking manual work.

03

We match you to your needs

When you take our quiz, we weight your answers against our database using a two-tier system. Hard requirements — budget ceiling, physical dimensions, must-have features — eliminate products that won't work for you. Soft preferences — energy rating target, style preference, brand familiarity — influence the ranking within the qualifying pool. The result is your personalised top 5: products that actually match your household's situation, not just the most popular models. Within that ranking, we cap results at two per brand, so your top 5 isn't variants of one product line.

Data sources

Where our data comes from

  • Manufacturer websites and official product specification sheets
  • The Australian Government Energy Rating Database (GEMS)
  • Retailer listings from major Australian retailers (Appliances Online, The Good Guys, Harvey Norman, JB Hi-Fi, Bing Lee)
  • WELS water efficiency product register (for washing machines and dishwashers)
  • Independent testing data and reviews where available

Our limits

What we don't do (and why)

We don't let manufacturers pay for better rankings

Our matching algorithm has no commercial inputs. Products rank on fit, not on who pays us.

clearfit is free to use

We're funded by affiliate links, not by charging you or gating content behind a subscription. Commissions never affect our rankings.

We don't run display ads or intrusive pop-ups

No banner ads, interstitials, or third-party advertising networks. Ever.

We don't recommend products we haven't evaluated against our methodology

Quiz results only include products that have been through our full data verification process.

See it in practice

Take the quiz

See our matching process first-hand — answer a few questions and get your personalised top 5.

Start the quiz