Hyperscale Architect
AI recommendation signal analysis across 94 domains for the Hyperscale Architect persona in GPU AI Infrastructure Vendors.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Get into the tool lists
The tools and tool roundups ranking in this space. Get your product added to the roundups that matter, or build a free tool where demand exists and nothing good ranks.
Where the numbers come from
We run tools queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Tools
Domains appearing in Google results for Hyperscale Architect's Research: Tools queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Hyperscale Architect's Research: Tools queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 17 | gpu cluster |
| 14 | gpu clusters |
| 10 | hyperscale data |
| 9 | for ai |
| 7 | data center |
| 6 | ai data |
| 5 | gpu cloud |
| 4 | nvidia gpu |
| 4 | data centers |
| 4 | how to |
| 4 | a gpu |
| 3 | ai infrastructure |
| 3 | on gpu |
| 3 | what is |
| 3 | is a |
| 3 | ai gpu |
| 2 | sponsored keynote |
| 2 | keynote autoscaling |
| 2 | autoscaling gpu |
| 2 | clusters anywhere |
| 2 | tco calculator |
| 2 | market size |
| 2 | clusters h100 |
| 2 | h100 h200 |
| 2 | h200 b200 |
3-grams
| 4 | a gpu cluster |
| 3 | ai data centers |
| 3 | on gpu clusters |
| 3 | what is a |
| 3 | is a gpu |
| 2 | sponsored keynote autoscaling |
| 2 | keynote autoscaling gpu |
| 2 | autoscaling gpu clusters |
| 2 | gpu clusters anywhere |
| 2 | nvidia gpu clusters |
| 2 | gpu clusters h100 |
| 2 | clusters h100 h200 |
| 2 | h100 h200 b200 |
| 2 | h200 b200 gb200 |
| 2 | data on gpu |
| 2 | hyperscale data center |
| 2 | data center gpu |
| 2 | cloud for ai |
| 2 | gpu clusters for |
| 2 | an interactive gpu |
| 2 | interactive gpu metric |
| 2 | gpu metric dashboard |
| 2 | metric dashboard for |
| 2 | dashboard for hpc |
| 2 | for hpc clusters |
4-grams
| 3 | what is a gpu |
| 3 | is a gpu cluster |
| 2 | sponsored keynote autoscaling gpu |
| 2 | keynote autoscaling gpu clusters |
| 2 | autoscaling gpu clusters anywhere |
| 2 | nvidia gpu clusters h100 |
| 2 | gpu clusters h100 h200 |
| 2 | clusters h100 h200 b200 |
| 2 | h100 h200 b200 gb200 |
| 2 | data on gpu clusters |
| 2 | an interactive gpu metric |
| 2 | interactive gpu metric dashboard |
| 2 | gpu metric dashboard for |
| 2 | metric dashboard for hpc |
| 2 | dashboard for hpc clusters |
| 2 | gpu cluster scheduling tools |
| 2 | hyperscale data to launch |
| 2 | data to launch on |
| 2 | to launch on demand |
| 2 | launch on demand nvidia |
| 2 | on demand nvidia gpu |
| 1 | gpu cluster tco calculator |
| 1 | ai training gpu cluster |
| 1 | training gpu cluster sales |
| 1 | gpu cluster sales market |
5-grams
| 3 | what is a gpu cluster |
| 2 | sponsored keynote autoscaling gpu clusters |
| 2 | keynote autoscaling gpu clusters anywhere |
| 2 | nvidia gpu clusters h100 h200 |
| 2 | gpu clusters h100 h200 b200 |
| 2 | clusters h100 h200 b200 gb200 |
| 2 | an interactive gpu metric dashboard |
| 2 | interactive gpu metric dashboard for |
| 2 | gpu metric dashboard for hpc |
| 2 | metric dashboard for hpc clusters |
| 2 | hyperscale data to launch on |
| 2 | data to launch on demand |
| 2 | to launch on demand nvidia |
| 2 | launch on demand nvidia gpu |
| 1 | ai training gpu cluster sales |
| 1 | training gpu cluster sales market |
| 1 | gpu cluster sales market size |
| 1 | cluster sales market size cagr |
| 1 | sales market size cagr of |
| 1 | market size cagr of 17 |
| 1 | me reading that the hyper |
| 1 | reading that the hyper scalers |
| 1 | that the hyper scalers extended |
| 1 | the hyper scalers extended the |
| 1 | hyper scalers extended the useful |
6-grams
| 2 | sponsored keynote autoscaling gpu clusters anywhere |
| 2 | nvidia gpu clusters h100 h200 b200 |
| 2 | gpu clusters h100 h200 b200 gb200 |
| 2 | an interactive gpu metric dashboard for |
| 2 | interactive gpu metric dashboard for hpc |
| 2 | gpu metric dashboard for hpc clusters |
| 2 | hyperscale data to launch on demand |
| 2 | data to launch on demand nvidia |
| 2 | to launch on demand nvidia gpu |
| 1 | ai training gpu cluster sales market |
| 1 | training gpu cluster sales market size |
| 1 | gpu cluster sales market size cagr |
| 1 | cluster sales market size cagr of |
| 1 | sales market size cagr of 17 |
| 1 | me reading that the hyper scalers |
| 1 | reading that the hyper scalers extended |
| 1 | that the hyper scalers extended the |
| 1 | the hyper scalers extended the useful |
| 1 | hyper scalers extended the useful lives |
| 1 | making gpu clusters more efficient with |
| 1 | gpu clusters more efficient with nvidia |
| 1 | clusters more efficient with nvidia data |
| 1 | hyperscale ai data centers what s |
| 1 | ai data centers what s in |
| 1 | data centers what s in the |
7-grams
| 2 | nvidia gpu clusters h100 h200 b200 gb200 |
| 2 | an interactive gpu metric dashboard for hpc |
| 2 | interactive gpu metric dashboard for hpc clusters |
| 2 | hyperscale data to launch on demand nvidia |
| 2 | data to launch on demand nvidia gpu |
| 1 | ai training gpu cluster sales market size |
| 1 | training gpu cluster sales market size cagr |
| 1 | gpu cluster sales market size cagr of |
| 1 | cluster sales market size cagr of 17 |
| 1 | me reading that the hyper scalers extended |
| 1 | reading that the hyper scalers extended the |
| 1 | that the hyper scalers extended the useful |
| 1 | the hyper scalers extended the useful lives |
| 1 | making gpu clusters more efficient with nvidia |
| 1 | gpu clusters more efficient with nvidia data |
| 1 | hyperscale ai data centers what s in |
| 1 | ai data centers what s in the |
| 1 | data centers what s in the box |
| 1 | greennode nvidia unveil thailand s first hyper |
| 1 | nvidia unveil thailand s first hyper scale |
| 1 | proud of the work our team is |
| 1 | of the work our team is doing |
| 1 | the work our team is doing at |
| 1 | work our team is doing at hyperscaledata |
| 1 | our team is doing at hyperscaledata we |