Business category · Mexico
Retail Motor Vehicles
52 AI answers to 19 prompts name 33 brands. BYD leads with 13.5% of mentions; the top 3 hold 30.2%.
Level 2n = 52 answers19 promptsupdated Oct 19, 2026AI Mode17ChatGPT17AI Overviews13Gemini5
AI answers
52
19 prompts · 2 indexes
Last run Oct 19, 2026
Brands seen
33
Top 3 hold 30.2%
n = 52 answers
Concentration
Fragmented
HHI 584 · leader 13.5%
Leader
BYD
13.5% of mentions
Avg. position #2.1
Top engine
AI Mode
32.7% of answers
4 engines sampled
Sources cited
225
Top: kavak.com 7.6%
n = 52 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 = 52 answers19 promptsOct 19, 2026
Brands AI recommends
Share of brand mentions in Retail Motor Vehicles answers
- 1BYDavg. #2.113.5%30
- 2Volvoavg. #4.08.6%19
- 3Teslaavg. #2.68.1%18
- 4Kavakavg. #2.17.7%17
- 5BMWavg. #3.26.3%14
n = 52 answers33 brands seen in total
Market concentrationFragmented
FragmentedModerateConcentrated
HHI 584Leader 13.5%Top 3 30.2%
Fragmented: no brand dominates. The top 3 hold 30.2% of mentions; the leader 13.5%.
Answers behind the ranking
Every engine sampled
- Google AI Mode17
- ChatGPT17
- AI Overviews13
- Gemini5