AI Visibility
measured49/100
Frequently Cited · in Reverse ETL
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals8/100
Weak fundamentals
Avg Prompt Score
17
across 330 prompts
AI Share of Voice
17%
across 330 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Reverse ETL
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.
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 Polytomic is visible in
2Executive summary
Polytomic is a B2B ETL/Reverse ETL (data syncing) SaaS with meaningful AI-citation inputs: it has a G2 presence (47 reviews) and first-party evaluation content including a dedicated “Compare Us” page and multiple “versus” pages. The biggest AI citation risk is conversion-stage structured data: the site shows pricing tiers publicly, but there’s no evidence (from live checks) of SoftwareApplication/FAQPage/aggregateRating structured data on key pages, which reduces eligibility for Google AI Overviews and other rich-answer citations.
Based on audit of polytomic.com · Jun 8, 2026