How we build a shortlist

Every shortlist on TopToolAdvisor follows one method. That way a 7.8 for a payroll tool and a 7.8 for a dental practice system were reached the same way.

Picking the products

For each category we gather the products that buyers in that function or industry are most likely to consider, then narrow the field to 8 to 10. A product needs a public website, documentation we can read and a way to buy it today.

Scoring criteria

• Features, 35% of the total. How much of the core job the product handles on its main paid plan, judged from feature pages, plan comparison tables and product documentation.
• Ease of use, 35% of the total. How fast a new team can get working: the setup steps the vendor documents, how clear its own guides and demos are, and what onboarding and support it offers.
• Value, 30% of the total. What a buyer gets for the listed price: free plans and trials, the entry tier, per-seat costs and how steep the step up to the next tier is.

Each criterion is scored from 0 to 10 to one decimal place. The overall score is the weighted total, and the shortlist is ordered by it. If two products tie, they appear in alphabetical order.

Evidence we use

We work from what vendors publish: pricing pages, plan tables, help center articles, release notes and product documentation. We compare documented features and published prices. We do not claim hands-on testing, and no page on this site says otherwise.

How prices are shown

We copy each price word for word from the vendor's own pricing page, in US dollars, and show the date we checked it. If the page did not show us a US price, the entry says the check is pending rather than estimating one. Vendors change prices without notice, so confirm on their site before you sign.

How statistics are checked

Each figure names the organization that produced it and links to the page where it was published. We store the exact sentence the number appears in, and a script fetches every source again to confirm that sentence is still there. Anything that fails is corrected or taken down. We cite original publishers, not sites that repackage their numbers.

Keeping lists current

Every shortlist shows its last update date and its next scheduled review. Prices and sources are checked again on that schedule, and sooner when a reader or vendor reports a change. The editorial policy covers corrections.