How we research and recommend

Start with the job an owner needs to do

A useful comparison starts with a real task. For cleaning software, that might be scheduling a recurring visit, assigning a cleaner, rescheduling one date, and checking the invoice. We use the same scenario to compare products where possible.

Explain what we checked

We cite vendor documentation for product features and pricing. When we test a workflow firsthand, we describe the scenario, the plan used, and what we observed. If an article relies on documentation, we say so. We date feature and price checks and call out limits such as included users, appointment caps, billing commitments, and add-ons when they matter.

Show the assumptions in examples

Worked examples show the inputs and the calculation. Guides explain which assumptions owners should replace with their own figures, and templates include a worked example where it helps readers use the file.

Disclose relationships and correct errors

We identify relevant affiliate, referral, and sponsorship relationships near the recommendation. See our affiliate disclosure. If a fact changes or a reader reports an error, we check the underlying evidence and update the affected page. Contact and corrections explains what to include in a report.