Review Methodology
How Pixavation selects, tests, and scores products — and how affiliate relationships work.
We publish independent reviews and comparisons of software, AI tools, and tech products. Every score follows the process below.
Product selection
We prioritize tools readers actively compare: transcription apps, VPNs, hosting, productivity software, and hardware we can test in real workflows. We do not accept payment for placement in our lists.
Hands-on testing
Each reviewed product is used in realistic scenarios for at least several hours (often days or weeks for core software). We document setup friction, daily workflow fit, support quality, and value at the stated price.
Scoring rubric (0–5 editorial scale)
- **Ease of use (25%)** — onboarding, UI clarity, learning curve - **Value (25%)** — price vs. features for the target buyer - **Performance (20%)** — speed, reliability, resource use - **Support & docs (15%)** — help center, responsiveness, updates - **Design & polish (15%)** — UX consistency, accessibility basics
Scores are editorial judgments by named reviewers, not user averages.
Affiliate relationships
We earn commissions when you purchase through our links, at no extra cost to you. Commissions never change our scores or verdicts.
Updates
Reviews are re-checked when vendors ship major updates or when pricing changes materially.