AI Visibility
measured90/100
Frequently Cited · in Embedding Providers
measured from this brand's audit prompts
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
100
across 12 prompts
AI Share of Voice
100%
across 12 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Embedding Providers
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.
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.
Nomic is likely to be cited for evaluation-stage prompts like “How does Nomic compare to Autodesk Forma?” because it has first-party comparison-style content and a publicly crawlable pricing page with specific tiers ($20/mo Individual; $40/user/mo Business; Enterprise custom). The biggest citation risk is Technical AEO: robots.txt could not be verified (blocked/unsafe to open), and there is no confirmed SoftwareApplication/FAQPage/aggregateRating structured data evidence from live checks.
Based on audit of nomic.ai · Aug 22, 2026