How we evaluate software
Quick answer. We test each tool against a consistent rubric: core features, ease of use, pricing and value, support and reliability. We note who a tool is for and who it is not for, and we update reviews when products change. We do not accept payment for rankings.
ICode publishes independent research on business software. This page explains how we gather evidence, how we decide what to recommend, and how we keep reviews honest.
What we look at
- Publicly documented features, limits and pricing.
- Official documentation and help centres.
- Hands-on setup where a free or trial tier is available.
- Published user feedback and common failure points.
How we decide
We weigh a tool against the job it is meant to do for a small business: fit, total cost, onboarding effort, and how well it holds up over time. We do not rank a tool higher because it pays more.
Freshness and corrections
Software changes. We review pages periodically and update them when features or pricing move. If you spot an error, tell us and we will correct it and note the change.
How we make money
Some links are affiliate links. If you sign up through one we may earn a reward at no extra cost to you. This never changes what we recommend. Please read our Affiliate Disclosure.
Independence
ICode is an independent publisher and is not affiliated with, endorsed by, or an official partner of any tool we cover.
Frequently asked
How does ICode evaluate software?
We define the criteria that matter for a category, then score each product against them using hands-on use, vendor documentation and current pricing.
What evidence do you use?
A mix of first-hand testing and vendor-published material; when a figure comes from the vendor rather than our own check, we label it as such.
How do you handle affiliate relationships?
Affiliate links earn a commission at no cost to you and are disclosed on every page; they do not influence criteria, scores or rankings.
How do you keep pages current?
We revisit pages when pricing, features or policies change and show a last-updated date so you can judge how fresh the information is.
Who writes the reviews?
The ICode editorial team; our methodology and independence policy are described on this page and applied consistently.
People also ask
How does ICode evaluate software?
We test each tool against a consistent rubric: core features, ease of use, pricing and value, support and reliability. We note who a tool is for and who it is not for, and we update reviews when products change. We do not accept payment for rankings.