[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Shift4Shop
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

3

Limited Presence

Avg Prompt Score

10

across 172 prompts

AI Share of Voice

10%

across 172 prompts

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
95 category
Cited8%8/95
Share of voice5%avg
Engine consensus33%of engines
Competitors15.4avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%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 Shift4Shop is visible in

1
  • E-commerce Platformsnot yet measured→

Executive summary

Shift4Shop is likely to be cited by AI engines for evaluation-stage queries because it has first-party comparison content (e.g., Shopify alternatives and multiple “vs” pages) and publicly crawlable pricing with visible plan tiers. The single highest-ROI fix is to strengthen structured-data + evaluation-page targeting (SoftwareApplication/FAQPage) so AI engines can reliably extract “what it is / who it’s for / pricing / integrations” answers from shift4shop.com rather than falling back to third-party reviews.

Based on audit of shift4shop.com · Jun 9, 2026

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