Disclosure

How we keep ratings independent.

• Scores are never paid. No company can pay for a score, a higher ranking or a better review.
• Affiliate links: we may use affiliate links in the future. If we do, they'll be labeled, and they'll never affect scores.
• Sponsors and featured listings: if we add them later, they'll be clearly marked as sponsored.
• Right now, VibeFinch has no affiliate links, sponsors or paid listings.

Questions about how we make money? Email [email protected].

Last updated Oct 15, 2026.