How can YouTube ensure its Generative AI tools reflect diverse cultural contexts?
63 qualitative interactions
6countries: Indonesia, Brazil, India, Japan, Nigeria, USA
Our clients consistently award us top marks in vendor appraisals because:
63 qualitative interactions
6countries: Indonesia, Brazil, India, Japan, Nigeria, USA
5 Niche traffic light engineers
5 Continents
16 progressive home owners
9 experts
4countries: France, Poland, Romania, UK
8 Pinners
4countries: Australia, Germany, UK, USA
12 viewer-creators
4countries: Canada, India, South Korea, USA
46 visual search users
2countries: India, USA
26 enterprise influencers
340 quant. participants
4countries: France, Germany, UK, USA
20 dialer users
3countries: Germany, Japan, USA
2 UX Researchers
1country: Australia
17 young users of P2P payment apps
1country: Japan
43 shoppers & merchants
600 quant. participants
1country: Brazil
1700 quant. participants
30 home furnishing shoppers
3countries: China, Germany, USA
90 qualitative interactions
2countries: Ghana, Peru
18 developers - worldwide
1country: Worldwide
30 altruistic shoppers
4countries: Brazil, Germany, Japan, USA
40 shoppers
9 global experts
5 countries
5countries: Brazil, Germany, Italy, Japan, USA
30 Miro users
1country: USA
12 families
5 experts
2countries: Germany, UK
16 drivers
1country: Egypt
220 travellers
10countries: Australia, Germany, India, Netherlands, Russia, South Korea, Spain, Taiwan, UK, USA
5 Niche traffic light engineers
5 Continents
8 Pinners
4countries: Australia, Germany, UK, USA
8 Pinners
4countries: Australia, Germany, UK, USA
12 viewer-creators
4countries: Canada, India, South Korea, USA
16 progressive home owners
9 experts
4countries: France, Poland, Romania, UK
8 Pinners
4countries: Australia, Germany, UK, USA
43 shoppers & merchants
600 quant. participants
1country: Brazil
90 qualitative interactions
2countries: Ghana, Peru
8 Pinners
4countries: Australia, Germany, UK, USA
12 viewer-creators
4countries: Canada, India, South Korea, USA
5 Niche traffic light engineers
5 Continents
18 developers - worldwide
1country: Worldwide