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Content-class transparency

Know who is speaking — and what the label means.

VAE does not collapse authorship, verification, methodology and advertising into one badge. Each public content class has a different authority boundary.

Person-authored

Posts, comments and other person-authored material speak for the author. Account or identity verification does not make every statement an independently verified VAE fact.

Official Company / Product

Official content is attributed only through current representative authority. “Official” means authorized authorship for that entity; it does not by itself mean VAE independently verified every claim or endorses the entity.

VAE-verified claim

Verification is attached to the specific identity, relationship, evidence item or claim that passed its canonical authority. The scope must not be expanded into a blanket approval.

Verified-experience review

The underlying experience is governed and verified before public eligibility. The rating, title and review text remain reviewer-authored opinion, with incentive and material-connection disclosures where applicable.

VAE methodology result

A VAE analytical result is scoped to its published category, methodology, evidence cutoff and receipt lineage. It is not a universal Product or Company endorsement.

Sponsored · Paid Placement

Sponsored content is commercial visibility, must be unmistakably disclosed and cannot increase Organic Rank, verified-review eligibility or any other earned authority.

Separation is the rule

Authorship, evidence verification, review eligibility, analytical methodology and paid placement are separate authorities. One class never silently upgrades another.