Show the work.
Explain the trade-offs.
A transparent framework for evaluating ecommerce tools without turning every recommendation into a sales pitch.
Start with the real operator task
A test begins with a defined use case, store stage, input data, success criteria, and budget. Alternatives are evaluated against the same requirements.
Make the evidence reviewable
A publishable hands-on review needs a named tester, test date, environment, screenshots or outputs, observed limitations, and a best-fit and not-for assessment. Vendor descriptions alone are not testing.
Keep editorial and commercial decisions separate
Affiliate terms, a free product, or a sponsorship cannot change a score. Material relationships must be disclosed before any commercial link.
Know what you are reading
The current guides are decision frameworks. Scored hands-on reviews and case studies will appear only when the test evidence and author information are available. No numerical product ratings are claimed in this edition.
Our default review scorecard
The weights below define the starting framework. Category-specific changes must be explained within the relevant review before scoring.
| Criterion | Weight |
|---|---|
| Outcome quality | 25% |
| Ease of implementation | 15% |
| Ecommerce fit | 20% |
| Reliability & support | 15% |
| Pricing & value | 15% |
| Data, privacy & portability | 10% |