LearningPick publishes research and comparisons to help readers choose learning options.
Source priority
We prefer official provider pages, curriculum documentation, credential requirements, pricing pages, and other primary sources for factual claims.
Conflicting or incomplete evidence
When reliable sources disagree or a fact cannot be verified, we keep the field unresolved rather than inventing a single answer. Scores are not published when the evidence contract is incomplete.
Editorial independence
Affiliate relationships do not determine inclusion, scoring, ranking, or editorial conclusions.
Updates and corrections
Learning products change. We re-check material facts during updates and correct verified errors when identified. Verification dates and source notes are retained where the content model supports them.