AI visibility and launch communications face a proof-and-credibility test

GEO and AEO providers are promoting citations, recommendations, measurable AI visibility, and earned-source authority, including offerings for professional-services brands. The expanding market remains heavily dependent on agency-supplied claims, making transparent methodology, independent validation, accurate demonstrations, and clear disclosure central to credibility.