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high performance computing platforms for research

informationalSoftware & SaaSAnalyzed 07/18/2025

AI Search Visibility Analysis

Analyze how brands appear across multiple AI search platforms for a specific prompt

Prompt Report Analysis Visualization
High Impact

Total Mentions

Total number of times a brand appears

across all AI platforms for this prompt

Reach

Platform Presence

Number of AI platforms where the brand

was mentioned for this prompt

Authority

Linkbacks

Number of times brand website was

linked in AI responses

Reputation

Sentiment

Overall emotional tone when brand is

mentioned (Positive/Neutral/Negative)

Brand Performance Across AI Platforms

3
Platforms Covered
6
Brands Found
0
Total Mentions
BRANDTOTAL MENTIONSPLATFORM PRESENCELINKBACKSSENTIMENTSCORE
1AWS
0
2
95
2Google Cloud
0
2
95
3NetApp
0
2
79
4IBM
0
0
63
5Microsoft Azure
0
0
63
6OpenHPC
0
0
63
Referenced Domains Analysis
All 25 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
ChatGPT:
3
Perplexity:
1
Google AIO:
0
4
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1

Strategic Insights & Recommendations

Dominant Brand

AWS emerges as the most frequently mentioned cloud HPC provider across all platforms, with Google Cloud also receiving consistent coverage.

Platform Gap

ChatGPT focuses on institutional and national resources, Google AIO emphasizes technical capabilities, while Perplexity provides the most comprehensive coverage including performance benchmarks.

Link Opportunity

There's significant opportunity to create detailed comparison guides between cloud HPC providers and institutional clusters, as well as cost-benefit analyses for different research scenarios.

Key Takeaways for This Prompt

Cloud-based HPC solutions like AWS and Google Cloud offer scalable, pay-as-you-go alternatives to traditional institutional clusters.

University-based HPC resources provide specialized support and compliance capabilities for academic research requirements.

Leading supercomputers like Fugaku and LUMI deliver extreme performance for the most demanding computational research projects.

Modern HPC platforms increasingly integrate AI and machine learning capabilities alongside traditional high-performance computing.

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

4472 Characters

BRAND (4)

AWS
IBM
Google Cloud
OpenHPC

SUMMARY

ChatGPT provides a comprehensive overview of HPC platforms categorized by type: national supercomputing centers (SDSC, PSC), university-based resources (Princeton, UVA), cloud solutions (AWS, Google Cloud), open-source frameworks (OpenHPC), and industry partnerships (IBM-Cleveland Clinic). The response emphasizes factors to consider when selecting platforms including computational requirements, security, scalability, and support services.

Perplexity

3916 Characters

BRAND (3)

AWS
Google Cloud
NetApp

SUMMARY

Perplexity delivers the most detailed analysis, featuring specific institutional clusters (UCSF Wynton, NYU Greene), commercial cloud platforms (AWS, Google Cloud), and a comprehensive table of leading supercomputers with performance metrics. It includes technology providers like NVIDIA and NetApp, plus security considerations, providing practical guidance for researchers selecting HPC solutions.

Google AIO

2594 Characters

BRAND (4)

AWS
Google Cloud
Microsoft Azure
NetApp

SUMMARY

Google AIO focuses on the technical aspects and applications of HPC platforms, explaining parallel processing, scalability, and specialized hardware. It categorizes platforms into CPU clusters, GPU clusters, cloud-based services (AWS, Google Cloud, Microsoft Azure), and specialized HPC centers like MGHPCC. The response highlights diverse research applications from genomics to climate modeling.

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