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Geneo
AI Visibility Report
12/15/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
medicaldeviceUDIrequirements

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Brand Performance Across AI Platforms
All 15 brands referenced across AI platforms for this prompt
FDA
12
7
Sentiment:
Score:95
TGA
4
1
Sentiment:
Score:64
GS1
3
1
Sentiment:
Score:62
4Greenlight Guru
0
2
Sentiment:
Score:58
5Emergo by UL
0
1
Sentiment:
Score:56
Referenced Domains Analysis
All 15 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1fda.gov faviconfda.gov
ChatGPT:
2
Perplexity:
2
Google AIO:
3
7
#2health.ec.europa.eu faviconhealth.ec.europa.eu
ChatGPT:
1
Perplexity:
1
Google AIO:
1
3
#3ecfr.gov faviconecfr.gov
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4greenlight.guru favicongreenlight.guru
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#5gs1.org favicongs1.org
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3518 Characters

BRAND (15)

FDA
Greenlight Guru
Emergo by UL
EUDAMED
Rimsys
GS1
Celegence
HIBCC
ICCBBA
TGA
Zebra
DDI Smart
AusUDID
Vision28
Laser Mark Tech

SUMMARY

Provides a structured educational overview of UDI system components, explaining the Device Identifier (UDI-DI) as a fixed portion identifying the labeler and device model, and the Production Identifier (UDI-PI) as a variable portion containing manufacturing details like lot numbers, serial numbers, and dates. The response appears to be cut off mid-explanation.

Strategic Insights & Recommendations

Dominant Brand

FDA dominates across platforms as the primary regulatory authority, with minimal mention of other industry players or solution providers.

Platform Gap

Perplexity provides the most regulatory-focused technical details while Google AIO offers broader implementation guidance, and ChatGPT's response appears incomplete.

Link Opportunity

All platforms provide substantial link opportunities with Google AIO leading at 12 links, followed by Perplexity at 9 links, indicating strong reference material availability.

Key Takeaways for This Prompt

All platforms consistently explain UDI as consisting of Device Identifier (DI) and Production Identifier (PI) components.

GUDID database submission is emphasized across platforms as a critical compliance requirement.

Machine-readable AIDC formatting requirements are highlighted alongside human-readable text requirements.

Regulatory focus varies by platform, with Perplexity being most US-centric and Google AIO providing broader implementation context.

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