Engineering & Advanced Manufacturing Employers Italy Generative Engine Optimization (GEO) Report
Graduates Analysis
210
Prompts Analyzed
1
Sub-Segments
3
LLMs
The Graduates segment is a critical demographic for the Italian Engineering & Advanced Manufacturing industry, comprising individuals who have recently completed university degrees and possess little to no professional work experience. This segment is highly sought after by leading employers such as Danieli, Ferrari, and Leonardo, who recognize the value of nurturing new talent. Graduates bring contemporary academic knowledge, theoretical expertise, and a strong aptitude for learning and innovation. Their integration into the workforce is essential for addressing skill gaps, fostering technological advancements, and ensuring a sustainable talent pipeline. Companies actively recruit from this segment through internships, graduate programs, and entry-level positions, offering structured training and mentorship to facilitate their transition from academia to industry. The career paths for these graduates often lead to specialized roles in research and development, product design, process engineering, and advanced manufacturing operations, contributing directly to Italy's industrial competitiveness and global standing.
Overall Ranking
Model:
Brand | Ranking | Visibility | Share of Voice | Sentiment |
|---|---|---|---|---|
 Ferrari | #1 | 57% | 5% | 89% |
 Comau | #2 | 57% | 3% | 79% |
 Politecnico di Milano | #3 | 57% | 2% | 79% |
 Leonardo | #4 | 43% | 4% | 83% |
 IMA Group | #5 | 43% | 3% | 82% |
 Stellantis | #6 | 43% | 3% | 82% |
 Lamborghini | #7 | 43% | 2% | 87% |
 Danieli | #8 | 43% | 2% | 77% |
 Ducati | #9 | 43% | 1% | 78% |
 Siemens | #10 | 29% | 3% | 77% |
 Avio Aero | #11 | 29% | 2% | 83% |
 Baker Hughes | #12 | 29% | 2% | 80% |
 ABB | #13 | 29% | 1% | 83% |
 Brembo | #14 | 29% | 1% | 78% |
 Akkodis | #15 | 29% | 1% | 78% |
 Dallara | #16 | 29% | 1% | 80% |
 Schneider Electric | #17 | 29% | 1% | 83% |
 MathWorks | #18 | 29% | 1% | 70% |
 SACMI | #19 | 29% | 1% | 83% |
 Politecnico di Torino | #20 | 29% | 1% | 78% |
 CNH Industrial | #21 | 29% | 1% | 80% |
 Iveco | #22 | 29% | 1% | 80% |
 Philips | #23 | 14% | 2% | 90% |
 LivaNova | #24 | 14% | 2% | 80% |
 EssilorLuxottica | #25 | 14% | 2% | 80% |
 Dassault Systèmes | #26 | 14% | 1% | 70% |
 Sanofi | #27 | 14% | 1% | 90% |
 Esaote | #28 | 14% | 1% | 80% |
 DiaSorin | #29 | 14% | 1% | 80% |
 Enel North America | #30 | 14% | 1% | 80% |
 Eni | #31 | 14% | 1% | 80% |
 Accenture | #32 | 14% | 1% | 80% |
 Capgemini | #33 | 14% | 1% | 80% |
 Vertiv | #34 | 14% | 1% | 80% |
 Electrolux | #35 | 14% | 1% | 80% |
 Salvagnini | #36 | 14% | 1% | 80% |
 Carraro | #37 | 14% | 1% | 80% |
 DAB PUMPS | #38 | 14% | 1% | 80% |
 Stevanato | #39 | 14% | 1% | 80% |
 Prima Industrie | #40 | 14% | 1% | 75% |
 Thermo Fisher Scientific | #41 | 14% | 1% | 70% |
 Coesia | #42 | 14% | 1% | 85% |
 Rockwell Automation | #43 | 14% | 1% | 75% |
 Smurfit Kappa | #44 | 14% | 1% | 90% |
 Volkswagen Group | #45 | 14% | 1% | 80% |
 Baxi | #46 | 14% | 1% | 80% |
 Komatsu | #47 | 14% | 1% | 80% |
 Aermec | #48 | 14% | 1% | 80% |
 Riello | #49 | 14% | 1% | 80% |
 Bosch | #50 | 14% | 0% | 80% |
See all segment rankings
The table below shows the domains and URLs most frequently cited by LLMs when generating responses about graduates. These sources indicate where AI systems most often draw information.
Top Source Domains
Model:
Rank | Domain | Name | Used | Percentage | Sub Pages |
|---|---|---|---|---|---|
#1 | Ccsatm | 4 | 28.57% | 3 | |
#2 | Polygoncampus | 2 | 28.57% | 2 | |
#3 | Careerservice | 3 | 28.57% | 3 | |
#4 | Akkodis | 5 | 28.57% | 5 | |
#5 | Builtin | 2 | 28.57% | 2 | |
#6 | Reddit | 3 | 28.57% | 2 | |
#7 | Jobleads | 1 | 14.29% | 1 | |
#8 | Glassdoor | 1 | 14.29% | 1 | |
#9 | Brembogroup | 1 | 14.29% | 1 | |
#10 | Geaerospace | 1 | 14.29% | 1 | |
#11 | Mecheng | 2 | 14.29% | 2 | |
#12 | Itsstudent | 1 | 14.29% | 1 | |
#13 | Careers | 1 | 14.29% | 1 | |
#14 | Talentsoft | 1 | 14.29% | 1 | |
#15 | Glassdoor | 1 | 14.29% | 1 |
Access segment domain sources
Top Source URLs
Model:
Rank | URL | Title | Used | Percentage |
|---|---|---|---|---|
#1 | Ccsatm | 2 | 28.57% | |
#2 | Ccsatm | 2 | 28.57% | |
#4 | Mecheng | 3 | 28.57% | |
#6 | Careerservice | 2 | 28.57% | |
#7 | Adzuna | 2 | 28.57% | |
#10 | Polygoncampus | 1 | 14.29% | |
#14 | Brembogroup | 1 | 14.29% | |
#15 | Glassdoor | 1 | 14.29% | |
#17 | Jobleads | 1 | 14.29% | |
#18 | Geaerospace | 1 | 14.29% | |
#19 | Mecheng | 1 | 14.29% | |
#20 | Itsstudent | 1 | 14.29% | |
#23 | Careerservice | 1 | 14.29% | |
#24 | Polygoncampus | 1 | 14.29% | |
#26 | Glassdoor | 1 | 14.29% |
Access segment URL sources
Graduates
The 'Graduates' sub-segment specifically targets individuals who have recently obtained a university degree in relevant engineering or manufacturing disciplines and are at the very beginning of their professional journey. These candidates typically possess strong theoretical foundations, analytical capabilities, and a keen interest in contributing to advanced industrial projects. They are often characterized by a high degree of adaptability, a willingness to learn new technologies, and an eagerness to engage in hands-on experience. Employers in the Engineering & Advanced Manufacturing sector, including prominent firms like Danieli, Ferrari, and Leonardo, view this group as a vital source of future talent and invest significantly in their development through structured graduate programs, apprenticeships, and mentorship initiatives. Their career aspirations often involve specialized roles in design, R&D, production, or project management, where they can leverage their academic background and grow into expert professionals. This segment's successful integration is paramount for maintaining innovation and competitiveness within the industry.
Graduates - Overall Rankings
Model:
Brand | Ranking | Visibility | Share of Voice | Sentiment |
|---|---|---|---|---|
Ferrari | #1 | 57% | 5% | 89% |
Comau | #2 | 57% | 3% | 79% |
Politecnico di Milano | #3 | 57% | 2% | 79% |
Leonardo | #4 | 43% | 4% | 83% |
IMA Group | #5 | 43% | 3% | 82% |
Stellantis | #6 | 43% | 3% | 82% |
Lamborghini | #7 | 43% | 2% | 87% |
Danieli | #8 | 43% | 2% | 77% |
Ducati | #9 | 43% | 1% | 78% |
Siemens | #10 | 29% | 3% | 77% |
Avio Aero | #11 | 29% | 2% | 83% |
Baker Hughes | #12 | 29% | 2% | 80% |
ABB | #13 | 29% | 1% | 83% |
Brembo | #14 | 29% | 1% | 78% |
Akkodis | #15 | 29% | 1% | 78% |
Dallara | #16 | 29% | 1% | 80% |
Schneider Electric | #17 | 29% | 1% | 83% |
MathWorks | #18 | 29% | 1% | 70% |
SACMI | #19 | 29% | 1% | 83% |
Politecnico di Torino | #20 | 29% | 1% | 78% |
CNH Industrial | #21 | 29% | 1% | 80% |
Iveco | #22 | 29% | 1% | 80% |
Philips | #23 | 14% | 2% | 90% |
LivaNova | #24 | 14% | 2% | 80% |
EssilorLuxottica | #25 | 14% | 2% | 80% |
Dassault Systèmes | #26 | 14% | 1% | 70% |
Sanofi | #27 | 14% | 1% | 90% |
Esaote | #28 | 14% | 1% | 80% |
DiaSorin | #29 | 14% | 1% | 80% |
Enel North America | #30 | 14% | 1% | 80% |
Eni | #31 | 14% | 1% | 80% |
Accenture | #32 | 14% | 1% | 80% |
Capgemini | #33 | 14% | 1% | 80% |
Vertiv | #34 | 14% | 1% | 80% |
Electrolux | #35 | 14% | 1% | 80% |
Salvagnini | #36 | 14% | 1% | 80% |
Carraro | #37 | 14% | 1% | 80% |
DAB PUMPS | #38 | 14% | 1% | 80% |
Stevanato | #39 | 14% | 1% | 80% |
Prima Industrie | #40 | 14% | 1% | 75% |
Thermo Fisher Scientific | #41 | 14% | 1% | 70% |
Coesia | #42 | 14% | 1% | 85% |
Rockwell Automation | #43 | 14% | 1% | 75% |
Smurfit Kappa | #44 | 14% | 1% | 90% |
Volkswagen Group | #45 | 14% | 1% | 80% |
Baxi | #46 | 14% | 1% | 80% |
Komatsu | #47 | 14% | 1% | 80% |
Aermec | #48 | 14% | 1% | 80% |
Riello | #49 | 14% | 1% | 80% |
Bosch | #50 | 14% | 0% | 80% |