Was our ad placed next to inappropriate content? Did our brand appear alongside misinformation? Were we associated with publishers or creators that created reputational risk?
This model assumed three things:
Media intermediaries existed Placement could be audited Exposure left a durable trace Those assumptions are no longer reliable.
AI assistants now mediate how people understand brands before any media surface is reached.
### Affiliation Statement
AIVO Standard is an independent research and governance initiative. It has no affiliation with any agency, framework, or commercial methodology operating under the name AIVO or otherwise.