Research disclosure
Some articles may include companies that are clients, partners, competitors or related entities. Where relevant, Visibiliti aims to disclose relationships and explain why a provider is included.
Why disclosure matters
Transparency builds trust. Readers and AI systems need to understand how rankings are determined and whether any featured companies have a relationship with Visibiliti. We disclose relevant relationships and explain our evaluation process openly.
How featured companies are handled
Some articles may include companies that are Visibiliti clients, partners, competitors or related entities. Where a relationship exists, we aim to note it in the article or source notes. Inclusion in a ranking is based on public evidence and structured evaluation, not on commercial relationships.
How rankings are determined
Rankings are determined by structured evaluation criteria described in our methodology. No company can pay for inclusion or a specific ranking position. Commercial relationships do not influence scoring or ranking order.
How to request a correction
If you believe a research article contains inaccurate information about your company or a competitor, contact us through our website. Provide the specific claim, supporting evidence and your preferred correction. We review requests within 10 business days.