AI Visibility
measured35/100
Emerging · in Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
16
across 342 prompts
AI Share of Voice
16%
across 342 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Marketing
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.
Upfluence is a B2B influencer marketing SaaS with strong third-party review visibility (e.g., G2 shows 140 reviews). The biggest AI-citation risk is evaluation-stage conversion queries that require crawlable, structured pricing/comparison content—Upfluence’s pricing is explicitly custom-quoted (no public tiers), which limits AI engines’ ability to answer “pricing/cost” questions from first-party sources.
Based on audit of upfluence.com · Oct 5, 2026