Business category · Mexico
Motor Vehicle Manufacturing
62 AI answers to 19 prompts name 31 brands. Toyota leads with 12.9% of mentions; the top 3 hold 35.5%.
Level 2n = 62 answers19 promptsupdated Oct 19, 2026AI Mode19ChatGPT19AI Overviews17Gemini7
AI answers
62
19 prompts · 2 indexes
Last run Oct 19, 2026
Brands seen
31
Top 3 hold 35.5%
n = 62 answers
Concentration
Fragmented
HHI 728 · leader 12.9%
Leader
Toyota
12.9% of mentions
Avg. position #2.3
Top engine
AI Mode
30.6% of answers
4 engines sampled
Sources cited
246
Top: youtube.com 12.2%
n = 62 answers
Visibility indexes
2 indexes · size = AI answers · colour = top-3 brand share
What AI answers show
Brands and sources in the sampled answers
n = 62 answers19 promptsOct 19, 2026
Brands AI recommends
Share of brand mentions in Motor Vehicle Manufacturing answers
- 1Toyotaavg. #2.312.9%41
- 2Nissanavg. #2.812%38
- 3Mazdaavg. #3.810.7%34
- 4Hondaavg. #2.79.4%30
- 5Kiaavg. #4.17.9%25
n = 62 answers31 brands seen in total
Market concentrationFragmented
FragmentedModerateConcentrated
HHI 728Leader 12.9%Top 3 35.5%
Fragmented: no brand dominates. The top 3 hold 35.5% of mentions; the leader 12.9%.
Answers behind the ranking
Every engine sampled
- Google AI Mode19
- ChatGPT19
- AI Overviews17
- Gemini7