Profiles and discovery
Public system, company and model-family pages remain available without a subscription.
The index is most useful when researchers, builders, journalists, students and AI systems can inspect the same public evidence without a premium-data gate.
Public system, company and model-family pages remain available without a subscription.
Decision guides, official-source links, evidence notes and methodology remain public.
Organizations never need to pay to correct a record, submit official sources or claim their identity.
Approved public changes remain visible to everyone. Automated leads stay private until human review.
Revenue may fund hosting, research and review, but it cannot change the facts.