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ProductCitation IndexAI InfluenceBlogBook
[unCited]/ReferenceConnect
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

54

Growing Presence

Avg Prompt Score

23

across 91 prompts

AI Share of Voice

16%

across 75 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
79 category
Cited23%18/79
Share of voice20%avg
Engine consensus33%of engines
Competitors2.9avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.3avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited75%3/4
Share of voice75%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data

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 ReferenceConnect is visible in

1
  • Insurance Technot yet measured→

Executive summary

Vertafore is a B2B insurance software provider and is already positioned to be cited for evaluation-stage queries via strong third-party review presence on G2 (Vertafore seller page shows 2,467 reviews). The biggest AI-citation risk is conversion-stage and evaluation-stage “pricing + comparison” intent: Vertafore’s public product pages frequently route to “Contact us” (e.g., Surefyre), and first-party “[Brand] vs [Competitor]” / “alternatives” surfaces were not found in the live crawl signals—so AI engines have fewer crawlable, brand-led pages to cite for shortlist formation.

Based on audit of vertafore.com · May 2, 2026

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