AI Visibility
measured29/100
Emerging · in AI SDRs
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
5
across 247 prompts
AI Share of Voice
5%
across 247 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI SDRs
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
artisan.co is a B2B AI outbound sales platform (Ava) with strong conversion-stage crawlability via a public, tiered pricing page. However, AI citation for evaluation queries is at risk because first-party evaluation surfaces (especially brand-led comparison pages) and B2B structured data signals (SoftwareApplication/FAQPage) are not clearly discoverable from live search, and secondary review coverage is thin/unclear.
Based on audit of artisan.co · Jun 8, 2026