Research & Testing Methodology

How to distinguish a researched tool profile from a documented hands-on review.

Start with the evidence

A product directory can explain published capabilities and pricing without establishing real-world performance. Research profiles link to sources and state their limits. A hands-on review requires actual use and an account of what was tested.

Research-based profiles

Identify official product and pricing sources, record the check date, distinguish billing periods and flag unconfirmed amounts. Explain use cases without turning vendor claims into measured results. Note material restrictions such as closed services or unavailable signups.

Hands-on reviews

Define representative tasks and success criteria before testing. Record the plan, environment, date and settings. Keep output examples and failures. Compare products on equivalent tasks and explain the limits of the comparison.

Scores and recommendations

Do not assign a performance score or testing badge to a research-only profile. A scored review should explain its criteria and supporting evidence. Recommendations should identify a use case, budget and tradeoff.

Updates

A pricing check does not renew a hands-on test date. Read the Editorial Policy and Update Policy, or report a correction.

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