RoleMath is independent of the credentials and programs it describes. We describe and compare credentials against cited evidence; we do not rate, rank, or score them, and we never crown a single best credential. Here is exactly what that means.
What independence means here
- We earn nothing from the credentials and programs we cover; no vendor payment changes how we describe or compare them.
- We do not rate, rank, or score credentials and we do not order them into a best-for-everyone list, so there is no ranking a vendor could try to influence.
- Vendors do not pay for placement; because we publish no rankings and no best-cert list, there is no position for a payment to buy and nothing a credential can be moved up.
- Our coverage is not affiliate-driven; we do not take an affiliate commission in exchange for describing a credential more favorably.
- We are not a bootcamp, not an affiliate marketplace, and not a job board, so we have no enrollment or hiring quota to push.
- Because no credential pays us, we have no incentive to inflate any salary, ROI, or placement narrative — and we publish no such claims.
How we frame role, pay, and outlook
We do not frame role, salary, and outlook as anything more than occupation-level planning context. We do not present them as employer requirements and never as guarantees.