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Reviews FAQ (How to Read, Trust, and Use Our Reviews)

Yes. All reviews are conducted independently using the same testing framework and scoring rubric. Affiliate relationships do not influence scores, rankings, or verdicts.

Core products are re-tested quarterly, and reviews are updated sooner if there are major changes to pricing, features, or privacy policies. Each review displays a visible “Last updated” date.

Scores range from 1–10 and are based on weighted criteria including privacy, AI capability, accuracy, usability, and value. A higher score indicates stronger overall performance—not suitability for every user.

Yes. Scores may change due to:

  • Feature updates
  • Pricing changes
  • Privacy or policy updates
  • Declining performance during re-tests

All material changes are logged in the review changelog.

Yes. We review tools regardless of affiliate status. Some reviews contain no affiliate links at all.

Yes. Readers may submit corrections or request re-testing if they believe information is outdated or inaccurate. All valid requests are reviewed by the editorial team.

User feedback is moderated and used to identify recurring patterns. It complements—but does not override—hands-on test results.

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