[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Virto Commerce
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

4

Limited Presence

Avg Prompt Score

8

across 332 prompts

AI Share of Voice

8%

across 332 prompts

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
196 category
Cited7%14/196
Share of voice7%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice75%avg
Engine consensus75%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%of engines
Competitors5.0avg/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 Virto Commerce is visible in

2
  • E-commerce Platformsnot yet measured→
  • Headless CMSnot yet measured→

Executive summary

Virtocommerce.com (Virto Commerce) is a B2B enterprise commerce platform and is already cited by AI engines via G2 and Gartner Peer Insights-style surfaces, but it is at high risk for evaluation-stage queries that require first-party comparison and crawlable pricing. The single highest-ROI fix is to add/expand first-party, brand-led comparison pages and make pricing more AI-crawlable (public tiered pricing or machine-readable pricing), so models can cite Virto directly for “vs/alternatives/pricing” prompts.

Based on audit of virtocommerce.com · May 6, 2026

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