Our Methodology

How We Test

We don't just click around software — we run it. Every tool we review is tested in a real small business environment with actual transactions, real employees, and genuine customer interactions.

Scoring Criteria

Every product receives a score from 0 to 10 based on weighted criteria. Here is exactly how we calculate it.

Ease of Use

30%

We time how long it takes a non-technical user to complete core tasks. Onboarding friction, UI clarity, and documentation quality all count.

Features

25%

We test every feature that matters for small businesses: invoicing, reporting, integrations, mobile access, and multi-user support.

Value

25%

We compare total cost of ownership including per-user fees, transaction fees, add-on costs, and contract lock-in. We flag hidden price increases.

Support & Reliability

20%

We test support responsiveness, measure uptime, and evaluate data export options. Can you leave easily if the tool doesn't work out?

Tools & Equipment

The tools we use to produce consistent, reproducible results.

  • Test business environments with real transaction data
  • User task-completion timing framework
  • Integration testing with 20+ common business tools
  • Mobile usability testing on iOS and Android
  • Support response measurement (chat, email, phone)

Independence Pledge

  • No sponsored rankings. Our scores are never influenced by advertising or affiliate relationships.
  • We buy everything ourselves. Products are purchased at retail price with our own funds. No vendor-supplied review units.
  • Affiliate transparency. We earn commissions from some links. This funds our testing but never affects our scores. Full disclosure.
  • Corrections policy. If we get something wrong, we update the article with a visible correction notice and date.

Update Cadence

Reviews are updated quarterly or when major pricing changes occur. Feature updates are noted within 2 weeks of release.

Every article shows its publish date and last update date. If a review is more than 6 months old without an update, we flag it as potentially outdated.

Our Testing Team

The people behind the scores.

LF
Laura Fitzgerald Editor-in-Chief MBA, former COO of a digital agency
RP
Ryan Park Staff Writer & SMB Consultant Certified QuickBooks ProAdvisor
DM
Diana Maxwell Contributing SaaS Analyst AWS Solutions Architect, former SaaS implementation lead