Neutral
AI recommendation signal analysis across 90 domains for the Neutral 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.
Get in touch →How to use this page
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 Neutral'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 Neutral'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
| 4 | ai infrastructure |
| 3 | gpu cloud |
| 3 | for ai |
| 3 | ai model |
| 2 | tco calculator |
| 2 | calculator gpu |
| 2 | gpu cost |
| 2 | calculator for |
| 2 | gpu requirements |
| 2 | requirements calculator |
| 2 | calculator plan |
| 2 | plan your |
| 2 | your ai |
| 2 | model deployment |
| 2 | i made |
| 2 | made a |
| 2 | silly request |
| 2 | request updated |
| 2 | updated google |
| 2 | google sheets |
| 2 | sheets list |
| 2 | list with |
| 2 | with gpu |
| 2 | gpu specs |
| 2 | spreadsheet to |
3-grams
| 2 | gpu requirements calculator |
| 2 | requirements calculator plan |
| 2 | calculator plan your |
| 2 | plan your ai |
| 2 | your ai model |
| 2 | ai model deployment |
| 2 | silly request updated |
| 2 | request updated google |
| 2 | updated google sheets |
| 2 | google sheets list |
| 2 | sheets list with |
| 2 | list with gpu |
| 2 | with gpu specs |
| 1 | ai infrastructure tco |
| 1 | infrastructure tco calculator |
| 1 | tco calculator gpu |
| 1 | calculator gpu cost |
| 1 | gpu cost analysis |
| 1 | cost analysis slyd |
| 1 | ai infrastructure pricing |
| 1 | infrastructure pricing gpu |
| 1 | pricing gpu cloud |
| 1 | gpu cloud dedicated |
| 1 | cloud dedicated inference |
| 1 | ai infrastructure power |
4-grams
| 2 | gpu requirements calculator plan |
| 2 | requirements calculator plan your |
| 2 | calculator plan your ai |
| 2 | plan your ai model |
| 2 | your ai model deployment |
| 2 | silly request updated google |
| 2 | request updated google sheets |
| 2 | updated google sheets list |
| 2 | google sheets list with |
| 2 | sheets list with gpu |
| 2 | list with gpu specs |
| 1 | ai infrastructure tco calculator |
| 1 | infrastructure tco calculator gpu |
| 1 | tco calculator gpu cost |
| 1 | calculator gpu cost analysis |
| 1 | gpu cost analysis slyd |
| 1 | ai infrastructure pricing gpu |
| 1 | infrastructure pricing gpu cloud |
| 1 | pricing gpu cloud dedicated |
| 1 | gpu cloud dedicated inference |
| 1 | ai infrastructure power calculator |
| 1 | infrastructure power calculator slyd |
| 1 | gpu cost calculator for |
| 1 | cost calculator for ai |
| 1 | calculator for ai spending |
5-grams
| 2 | gpu requirements calculator plan your |
| 2 | requirements calculator plan your ai |
| 2 | calculator plan your ai model |
| 2 | plan your ai model deployment |
| 2 | silly request updated google sheets |
| 2 | request updated google sheets list |
| 2 | updated google sheets list with |
| 2 | google sheets list with gpu |
| 2 | sheets list with gpu specs |
| 1 | ai infrastructure tco calculator gpu |
| 1 | infrastructure tco calculator gpu cost |
| 1 | tco calculator gpu cost analysis |
| 1 | calculator gpu cost analysis slyd |
| 1 | ai infrastructure pricing gpu cloud |
| 1 | infrastructure pricing gpu cloud dedicated |
| 1 | pricing gpu cloud dedicated inference |
| 1 | ai infrastructure power calculator slyd |
| 1 | gpu cost calculator for ai |
| 1 | cost calculator for ai spending |
| 1 | gpu cluster for ai 2026 |
| 1 | cluster for ai 2026 buyer |
| 1 | for ai 2026 buyer s |
| 1 | ai 2026 buyer s guide |
| 1 | 2026 buyer s guide with |
| 1 | buyer s guide with benchmarks |
6-grams
| 2 | gpu requirements calculator plan your ai |
| 2 | requirements calculator plan your ai model |
| 2 | calculator plan your ai model deployment |
| 2 | silly request updated google sheets list |
| 2 | request updated google sheets list with |
| 2 | updated google sheets list with gpu |
| 2 | google sheets list with gpu specs |
| 1 | ai infrastructure tco calculator gpu cost |
| 1 | infrastructure tco calculator gpu cost analysis |
| 1 | tco calculator gpu cost analysis slyd |
| 1 | ai infrastructure pricing gpu cloud dedicated |
| 1 | infrastructure pricing gpu cloud dedicated inference |
| 1 | gpu cost calculator for ai spending |
| 1 | gpu cluster for ai 2026 buyer |
| 1 | cluster for ai 2026 buyer s |
| 1 | for ai 2026 buyer s guide |
| 1 | ai 2026 buyer s guide with |
| 1 | 2026 buyer s guide with benchmarks |
| 1 | ai infrastructure budgeting template for optimizing |
| 1 | infrastructure budgeting template for optimizing ai |
| 1 | budgeting template for optimizing ai spend |
| 1 | what is a gpu spreadsheet a |
| 1 | is a gpu spreadsheet a complete |
| 1 | a gpu spreadsheet a complete guide |
| 1 | gpuclusters ai ai model gpu requirement |
7-grams
| 2 | gpu requirements calculator plan your ai model |
| 2 | requirements calculator plan your ai model deployment |
| 2 | silly request updated google sheets list with |
| 2 | request updated google sheets list with gpu |
| 2 | updated google sheets list with gpu specs |
| 1 | ai infrastructure tco calculator gpu cost analysis |
| 1 | infrastructure tco calculator gpu cost analysis slyd |
| 1 | ai infrastructure pricing gpu cloud dedicated inference |
| 1 | gpu cluster for ai 2026 buyer s |
| 1 | cluster for ai 2026 buyer s guide |
| 1 | for ai 2026 buyer s guide with |
| 1 | ai 2026 buyer s guide with benchmarks |
| 1 | ai infrastructure budgeting template for optimizing ai |
| 1 | infrastructure budgeting template for optimizing ai spend |
| 1 | what is a gpu spreadsheet a complete |
| 1 | is a gpu spreadsheet a complete guide |
| 1 | gpuclusters ai ai model gpu requirement calculator |
| 1 | i made a giant spreadsheet comparing generational |
| 1 | gpu tco calculator data center financial planning |
| 1 | llm gpu calculator for inference and fine |
| 1 | gpu calculator for inference and fine tuning |
| 1 | gpu cloud pricing calculator how to estimate |
| 1 | gpu cloud calculator ml training costs calculatorverse |
| 1 | ultimate ai gpu comparison tool which gpu |
| 1 | ai gpu comparison tool which gpu is |