[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/invoice ninja
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

4

Limited Presence

Avg Prompt Score

17

across 165 prompts

AI Share of Voice

17%

across 165 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
94 category
Cited9%8/94
Share of voice8%avg
Engine consensus33%of engines
Competitors3.3avg/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
Competitors4.8avg/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 invoice ninja is visible in

1
  • Billing & Invoicingnot yet measured→

Executive summary

Invoice Ninja has meaningful AI-citation signals for evaluation queries via G2 (22 reviews, 4.3/5) and Capterra (166 reviews, 4.7/5), plus public, tiered pricing on its own site. The biggest citation risk is conversion-stage and structured extraction: the site’s pricing is crawlable, but there’s no confirmed SoftwareApplication/FAQPage structured data and no confirmed llms.txt, which reduces likelihood of being cited in “what is / pricing / integrations” AI Overviews.

Based on audit of invoiceninja.com · Jun 4, 2026

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