Startup R&D Founder
AI recommendation signal analysis across 352 domains for the Startup R&D Founder persona in Scientific Instruments.
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
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 Startup R&D Founder'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 Startup R&D Founder'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
| 21 | laboratory equipment |
| 15 | lab equipment |
| 13 | top 10 |
| 7 | 10 laboratory |
| 7 | startups in |
| 7 | in the |
| 6 | equipment for |
| 6 | equipment suppliers |
| 6 | top laboratory |
| 6 | equipment manufacturers |
| 6 | united states |
| 5 | companies in |
| 5 | start ups |
| 5 | in united |
| 5 | suppliers in |
| 4 | start up |
| 4 | biotech startups |
| 4 | equipment services |
| 4 | services companies |
| 4 | top lab |
| 4 | equipment companies |
| 4 | manufacturers in |
| 4 | medical device |
| 4 | in 2026 |
| 3 | for startups |
3-grams
| 7 | top 10 laboratory |
| 6 | 10 laboratory equipment |
| 6 | laboratory equipment suppliers |
| 5 | in united states |
| 5 | equipment suppliers in |
| 4 | lab equipment for |
| 4 | laboratory equipment services |
| 4 | equipment services companies |
| 4 | laboratory equipment manufacturers |
| 3 | equipment for startups |
| 3 | for biotech startups |
| 3 | top lab equipment |
| 3 | equipment manufacturers in |
| 3 | to watch in |
| 3 | top laboratory equipment |
| 2 | lab start up |
| 2 | start up lab |
| 2 | biotech startups in |
| 2 | laboratory supply companies |
| 2 | supply companies in |
| 2 | companies in the |
| 2 | in the u |
| 2 | the u s |
| 2 | laboratory equipment companies |
| 2 | top 10 lab |
4-grams
| 6 | top 10 laboratory equipment |
| 5 | laboratory equipment suppliers in |
| 4 | laboratory equipment services companies |
| 3 | lab equipment for startups |
| 2 | 10 laboratory equipment suppliers |
| 2 | 10 laboratory equipment services |
| 2 | laboratory supply companies in |
| 2 | supply companies in the |
| 2 | in the u s |
| 2 | 10 laboratory equipment manufacturers |
| 2 | manufacturers in the world |
| 2 | medical device startups to |
| 2 | startups to watch in |
| 2 | to watch in 2026 |
| 2 | equipment services companies in |
| 2 | top laboratory equipment suppliers |
| 2 | equipment suppliers in united |
| 2 | suppliers in united states |
| 2 | lab equipment manufacturers in |
| 2 | largest laboratory equipment suppliers |
| 2 | equipment suppliers in the |
| 2 | startups in united states |
| 2 | manufacturing services startups in |
| 2 | top hr start ups |
| 2 | why partner with lab |
5-grams
| 2 | top 10 laboratory equipment suppliers |
| 2 | top 10 laboratory equipment services |
| 2 | 10 laboratory equipment services companies |
| 2 | laboratory supply companies in the |
| 2 | top 10 laboratory equipment manufacturers |
| 2 | startups to watch in 2026 |
| 2 | laboratory equipment services companies in |
| 2 | top laboratory equipment suppliers in |
| 2 | laboratory equipment suppliers in united |
| 2 | equipment suppliers in united states |
| 2 | largest laboratory equipment suppliers in |
| 2 | laboratory equipment suppliers in the |
| 2 | why partner with lab equipment |
| 2 | partner with lab equipment direct |
| 1 | the most important equipment for |
| 1 | most important equipment for any |
| 1 | important equipment for any startup |
| 1 | equipment for any startup lab |
| 1 | for any startup lab business |
| 1 | how to choose lab equipment |
| 1 | to choose lab equipment for |
| 1 | choose lab equipment for startups |
| 1 | used lab equipment for startup |
| 1 | lab equipment for startup labs |
| 1 | equipment for startup labs new |
6-grams
| 2 | top 10 laboratory equipment services companies |
| 2 | top laboratory equipment suppliers in united |
| 2 | laboratory equipment suppliers in united states |
| 2 | why partner with lab equipment direct |
| 1 | the most important equipment for any |
| 1 | most important equipment for any startup |
| 1 | important equipment for any startup lab |
| 1 | equipment for any startup lab business |
| 1 | how to choose lab equipment for |
| 1 | to choose lab equipment for startups |
| 1 | used lab equipment for startup labs |
| 1 | lab equipment for startup labs new |
| 1 | equipment for startup labs new life |
| 1 | flexible cgt lab solutions join macs |
| 1 | cgt lab solutions join macs catalyst |
| 1 | lab solutions join macs catalyst today |
| 1 | what company produces the best scientific |
| 1 | company produces the best scientific equipment |
| 1 | produces the best scientific equipment of |
| 1 | the best scientific equipment of its |
| 1 | top 10 laboratory equipment suppliers for |
| 1 | 10 laboratory equipment suppliers for packaging |
| 1 | top 9 lab shares for biotech |
| 1 | 9 lab shares for biotech startups |
| 1 | lab shares for biotech startups in |
7-grams
| 2 | top laboratory equipment suppliers in united states |
| 1 | the most important equipment for any startup |
| 1 | most important equipment for any startup lab |
| 1 | important equipment for any startup lab business |
| 1 | how to choose lab equipment for startups |
| 1 | used lab equipment for startup labs new |
| 1 | lab equipment for startup labs new life |
| 1 | flexible cgt lab solutions join macs catalyst |
| 1 | cgt lab solutions join macs catalyst today |
| 1 | what company produces the best scientific equipment |
| 1 | company produces the best scientific equipment of |
| 1 | produces the best scientific equipment of its |
| 1 | top 10 laboratory equipment suppliers for packaging |
| 1 | top 9 lab shares for biotech startups |
| 1 | 9 lab shares for biotech startups in |
| 1 | lab shares for biotech startups in 2025 |
| 1 | top laboratory supply companies in the u |
| 1 | laboratory supply companies in the u s |
| 1 | used life science laboratory equipment for biotech |
| 1 | life science laboratory equipment for biotech startups |
| 1 | new lab startup support equipment setup for |
| 1 | lab startup support equipment setup for new |
| 1 | startup support equipment setup for new labs |
| 1 | essential lab equipment for startups what you |
| 1 | lab equipment for startups what you need |