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[unCited]/Panorays
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

6

Limited Presence

Avg Prompt Score

25

across 413 prompts

AI Share of Voice

25%

across 413 prompts

Critical Issues

5

critical + high

Shortlist Position

0/80

Not Visible · Cloud Security Discovery

Per-stage performance

🔍Discovery
221 category
Cited30%67/221
Share of voice20%avg
Engine consensus44%of engines
Competitors8.8avg/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 Panorays is visible in

3
  • Third-Party Risk Management7 of 116→
  • Cloud Securitynot yet measured→
  • Vulnerability Managementnot yet measured→

Your visibility gap

Panorays surfaces in 0/80 Cloud Security discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.

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Executive summary

Panorays has meaningful B2B citation signals (G2 has 52 reviews with a 4.3 rating, and Gartner Peer Insights shows 89 ratings with a 4.4 rating), so it can be cited for evaluation-stage third-party risk/TPCRM queries. However, it is effectively invisible for your highest-value Cloud Security shortlist prompts (e.g., “best cloud security software for small businesses” and “cloud security for healthcare providers”) because the site lacks crawlable, evaluation-intent pages that map Panorays to those buyer segments and cloud-security use cases.

Based on audit of panorays.com · May 7, 2026

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