AI Visibility
measured44/100
Frequently Cited · in Marketing Analytics
measured from this brand's audit prompts
AEO Readiness
fundamentals47/100
Some gaps
Avg Prompt Score
7
across 291 prompts
AI Share of Voice
7%
across 291 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Marketing Analytics
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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.
Per-stage performance
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.
Categories Oviond is visible in
2Executive summary
Oviond is a B2B marketing reporting platform for agencies, and it already has meaningful AI-citation inputs from G2 (16 reviews, 3.5 rating) and Capterra (38 pricing/review count shown). The biggest AI citation risk is evaluation-stage “Oviond vs competitor” and “best marketing reporting software” queries: the site has pricing and docs, but there’s no clear evidence of first-party “[Oviond] vs [Competitor]” pages or SoftwareApplication/FAQPage structured data that AI engines can reliably extract.
Based on audit of oviond.com · Jun 9, 2026