idea-lab.ai Research

Brand AI Visibility Audits

Independent AI Visibility Score audits of brands, influencers, and businesses — scored against the idea-lab.ai 7-Dimension Framework.

Each audit assesses seven dimensions of AI visibility: Brand Clarity, Content Depth, Entity Recognition, Recency & Freshness, Platform Reach, Earned Media & Citation Network, and Live AI Signal Testing. Scores are based on publicly available information gathered at the time of audit. All audits are independent and unsolicited unless otherwise noted.

SaaS

Example Brand

52D

AI Adjacent

Example Brand scores a 52 (D) — partially visible to AI engines with notable structural gaps in entity recognition, citation network, and live answer presence. Foundational SEO is solid but AEO maturity is low.

Jun 1, 2026Read full audit →