Visibility index · Mexico
Car brands
44 AI answers to 14 prompts name 31 brands. Toyota leads with 12% of mentions; the top 3 hold 33.5%.
Level 3n = 44 answers14 promptsupdated Oct 9, 2026AI Mode14ChatGPT14AI Overviews14Gemini2
AI answers
44
14 prompts
Last run Oct 9, 2026
Brands seen
31
Top 3 hold 33.5%
n = 44 answers
Concentration
Fragmented
HHI 637 · leader 12%
Leader
Toyota
12% of mentions
Avg. position #2.6
Top engine
AI Mode
31.8% of answers
4 engines sampled
Sources cited
185
Top: noticias.autocosmos.com.mx 11.4%
n = 44 answers
What AI answers show
Brands and sources in the sampled answers
n = 44 answers14 promptsOct 9, 2026
Brands AI recommends
Share of brand mentions in Car brands answers
- 1Toyotaavg. #2.612%30
- 2Nissanavg. #2.612%30
- 3Mazdaavg. #4.19.6%24
- 4Hondaavg. #2.97.2%18
- 5Chevroletavg. #3.97.2%18
n = 44 answers31 brands seen in total
Market concentrationFragmented
FragmentedModerateConcentrated
HHI 637Leader 12%Top 3 33.5%
Fragmented: no brand dominates. The top 3 hold 33.5% of mentions; the leader 12%.
Answers behind the ranking
Every engine sampled
- Google AI Mode14
- ChatGPT14
- AI Overviews14
- Gemini2
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2 indexes · by answers