Graduate Research Aspirant
AI recommendation signal analysis across 231 domains for the Graduate Research Aspirant persona in Colleges Universities.
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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Crack the listicles
The "top and best" roundups that define this market for searchers and LLMs alike. These lists feed AI recommendations directly, so getting added to them is one of the highest-leverage moves in this report.
Where the numbers come from
We run top, best companies 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: Top, Best Companies
Domains appearing in Google results for Graduate Research Aspirant's Research: Top, Best Companies 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 Graduate Research Aspirant's Research: Top, Best Companies 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
| 13 | employers for |
| 13 | for new |
| 13 | graduate employers |
| 11 | best companies |
| 10 | best employers |
| 9 | new grads |
| 8 | u s |
| 7 | s best |
| 7 | top 100 |
| 6 | america s |
| 6 | companies for |
| 6 | 100 graduate |
| 6 | the best |
| 6 | to work |
| 5 | are the |
| 5 | companies to |
| 5 | top graduate |
| 5 | 50 best |
| 4 | the top |
| 4 | the times |
| 4 | times top |
| 4 | work for |
| 4 | for in |
| 4 | the 50 |
| 3 | 20 best |
3-grams
| 12 | employers for new |
| 10 | best employers for |
| 9 | for new grads |
| 6 | america s best |
| 6 | s best employers |
| 6 | top 100 graduate |
| 5 | top graduate employers |
| 5 | 100 graduate employers |
| 4 | best companies to |
| 4 | the times top |
| 4 | times top 100 |
| 4 | companies to work |
| 4 | to work for |
| 4 | the 50 best |
| 3 | the best companies |
| 3 | work for in |
| 3 | u s news |
| 3 | 50 best u |
| 3 | best u s |
| 2 | are the 20 |
| 2 | the 20 best |
| 2 | for new graduates |
| 2 | what are the |
| 2 | 20 best companies |
| 2 | best large companies |
4-grams
| 10 | best employers for new |
| 9 | employers for new grads |
| 6 | america s best employers |
| 6 | s best employers for |
| 5 | top 100 graduate employers |
| 4 | the times top 100 |
| 4 | times top 100 graduate |
| 4 | companies to work for |
| 3 | best companies to work |
| 3 | to work for in |
| 3 | the 50 best u |
| 3 | 50 best u s |
| 2 | are the 20 best |
| 2 | employers for new graduates |
| 2 | 20 best companies to |
| 2 | best large companies for |
| 2 | s top graduate employers |
| 2 | top employers for new |
| 2 | work for in 2026 |
| 2 | the best companies for |
| 2 | best places to work |
| 2 | these are the top |
| 2 | for new grads 2025 |
| 2 | p q s must |
| 2 | q s must reads |
5-grams
| 8 | best employers for new grads |
| 6 | america s best employers for |
| 6 | s best employers for new |
| 4 | the times top 100 graduate |
| 4 | times top 100 graduate employers |
| 3 | best companies to work for |
| 3 | companies to work for in |
| 3 | the 50 best u s |
| 2 | best employers for new graduates |
| 2 | to work for in 2026 |
| 2 | employers for new grads 2025 |
| 2 | p q s must reads |
| 2 | meet america s best employers |
| 1 | forbes 2026 america s best |
| 1 | 2026 america s best employers |
| 1 | employers for new grads list |
| 1 | here are the 20 best |
| 1 | are the 20 best employers |
| 1 | the 20 best employers for |
| 1 | 20 best employers for new |
| 1 | employers for new grads 2026 |
| 1 | bain microsoft more what are |
| 1 | microsoft more what are the |
| 1 | more what are the 20 |
| 1 | what are the 20 best |
6-grams
| 6 | america s best employers for new |
| 6 | s best employers for new grads |
| 4 | the times top 100 graduate employers |
| 2 | best companies to work for in |
| 2 | companies to work for in 2026 |
| 2 | best employers for new grads 2025 |
| 2 | meet america s best employers for |
| 1 | forbes 2026 america s best employers |
| 1 | 2026 america s best employers for |
| 1 | best employers for new grads list |
| 1 | here are the 20 best employers |
| 1 | are the 20 best employers for |
| 1 | the 20 best employers for new |
| 1 | 20 best employers for new graduates |
| 1 | best employers for new grads 2026 |
| 1 | bain microsoft more what are the |
| 1 | microsoft more what are the 20 |
| 1 | more what are the 20 best |
| 1 | what are the 20 best companies |
| 1 | are the 20 best companies to |
| 1 | first of a kind ranking reveals |
| 1 | of a kind ranking reveals best |
| 1 | a kind ranking reveals best large |
| 1 | kind ranking reveals best large companies |
| 1 | ranking reveals best large companies for |
7-grams
| 6 | america s best employers for new grads |
| 2 | s best employers for new grads 2025 |
| 2 | meet america s best employers for new |
| 1 | forbes 2026 america s best employers for |
| 1 | 2026 america s best employers for new |
| 1 | s best employers for new grads list |
| 1 | here are the 20 best employers for |
| 1 | are the 20 best employers for new |
| 1 | the 20 best employers for new graduates |
| 1 | s best employers for new grads 2026 |
| 1 | bain microsoft more what are the 20 |
| 1 | microsoft more what are the 20 best |
| 1 | more what are the 20 best companies |
| 1 | what are the 20 best companies to |
| 1 | first of a kind ranking reveals best |
| 1 | of a kind ranking reveals best large |
| 1 | a kind ranking reveals best large companies |
| 1 | kind ranking reveals best large companies for |
| 1 | the top universities for graduate employability 2026 |
| 1 | best employers for new grads in the |
| 1 | employers for new grads in the u |
| 1 | for new grads in the u s |
| 1 | new grads in the u s r |
| 1 | grads in the u s r infographics |
| 1 | small program list this ranking is determined |