Affiliate Disclosure
Last updated: July 14, 2026
ScaleForger currently has no affiliate links and no paid ranking relationships of any kind. Every recommendation in the AI Tool Finder is ranked purely on documented fit to what you told us — nothing on this site is promoted, boosted, or demoted because of a commercial relationship.
How rankings work today
Tool recommendations are generated from a deterministic, published ranking method against our internal tool catalog. That method has no input for affiliate or sponsorship status, because none of our listed tools currently have one.
If this changes
If ScaleForger ever adds affiliate links or paid placements, we will label every affected listing clearly at the point where you see it, and we will keep affiliate status completely separate from — and never a factor in — a tool's fit score or rank position. This page will be updated the same day any such relationship goes live.