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AI Visibility Report
12/22/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
What'sthebestautomatedsamplepreparationsystemforhigh-throughputproteomicsworkflows

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Brand Performance Across AI Platforms
All 11 brands referenced across AI platforms for this prompt
PreOmics
16
8
Sentiment:
Score:95
Evosep
6
2
Sentiment:
Score:68
Tecan
5
2
Sentiment:
Score:66
4Biomek
6
0
Sentiment:
Score:64
5Covaris
5
1
Sentiment:
Score:64
Referenced Domains Analysis
All 14 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1preomics.com faviconpreomics.com
ChatGPT:
2
Perplexity:
1
Google AIO:
5
8
#2thermofisher.com faviconthermofisher.com
ChatGPT:
1
Perplexity:
1
Google AIO:
1
3
#3tecan.com favicontecan.com
ChatGPT:
1
Perplexity:
1
Google AIO:
0
2
#4evosep.com faviconevosep.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#5geneo.app favicongeneo.app
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3159 Characters

BRAND (11)

Automata
Thermo Fisher Scientific
PreOmics
Beckman Coulter
Hamilton
Tecan
ProtiFi
Evosep
Biomek
Covaris
Hielscher

SUMMARY

ChatGPT provides a structured educational overview focusing on specific systems like PreOmics APP96™ and Tecan Resolvex® A200. The response emphasizes the importance of considering laboratory-specific needs including sample volume, throughput requirements, and reproducibility. It highlights the APP96's capability to process 96 samples simultaneously with reduced hands-on time of approximately 10 minutes, utilizing iST technology and POPtips™ for standardized results.

Perplexity

2797 Characters

BRAND (11)

Automata
Thermo Fisher Scientific
PreOmics
Beckman Coulter
Hamilton
Tecan
ProtiFi
Evosep
Biomek
Covaris
Hielscher

SUMMARY

Perplexity takes an analytical approach, explicitly stating that no single system is universally best and emphasizing the importance of factors like sample type, budget, and integration requirements. It provides a comparative analysis of top systems including PreOmics APP96/PreON and Tecan Resolvex A200 with ProtiFi, focusing on scalability, reproducibility, and specific technical capabilities like TMT labeling support.

Google AIO

2381 Characters

BRAND (11)

Automata
Thermo Fisher Scientific
PreOmics
Beckman Coulter
Hamilton
Tecan
ProtiFi
Evosep
Biomek
Covaris
Hielscher

SUMMARY

Google AIO delivers a comprehensive overview covering multiple integrated solutions and technologies. It discusses various combinations like PreOmics APP96 with liquid handlers, Covaris AFA platforms for challenging samples, and Evosep One with Biomek systems. The response covers a broader range of sample types (cells, plasma, tissue) and emphasizes flexibility and protocol compatibility across different workflows.

Strategic Insights & Recommendations

Dominant Brand

PreOmics emerges as the most consistently recommended brand across all platforms, particularly for their APP96 system and iST technology.

Platform Gap

ChatGPT provides more detailed technical specifications, while Perplexity offers critical analysis of selection criteria, and Google AIO covers the broadest range of integrated solutions.

Link Opportunity

All platforms provide substantial external links (5-10 each), indicating strong opportunities for authoritative content linking in the proteomics automation space.

Key Takeaways for This Prompt

PreOmics APP96 is consistently highlighted across all platforms as a leading solution for high-throughput proteomics sample preparation.

The choice of system depends heavily on specific laboratory requirements including sample type, volume, and integration needs rather than a one-size-fits-all approach.

Integration with liquid handling systems from companies like Hamilton and Beckman Coulter is frequently mentioned as important for workflow optimization.

All platforms emphasize the importance of reproducibility and standardization in automated sample preparation for reliable LC-MS results.

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