Visibility index · Mexico
Used car websites
15 AI answers to 5 prompts name 9 brands. Kavak leads with 31.3% of mentions; the top 3 hold 62.5%.
Level 3n = 15 answers5 promptsupdated Oct 19, 2026AI Mode4ChatGPT5AI Overviews1Gemini5
AI answers
15
5 prompts
Last run Oct 19, 2026
Brands seen
9
Top 3 hold 62.5%
n = 15 answers
Concentration
Moderate
HHI 1,727 · leader 31.3%
Leader
Kavak
31.3% of mentions
Top engine
ChatGPT
33.3% of answers
4 engines sampled
Sources cited
53
Top: kavak.com 32.1%
n = 15 answers
What AI answers show
Brands and sources in the sampled answers
n = 15 answers5 promptsOct 19, 2026
Brands AI recommends
Share of brand mentions in Used car websites answers
- 1Kavakavg. #1.631.3%15
- 2Seminuevos.comavg. #5.316.7%8
- 3Mercado Libre Autosavg. #3.414.6%7
- 4SoloAutosavg. #5.610.4%5
- 5Carantyavg. #2.36.3%3
n = 15 answers9 brands seen in total
Market concentrationModerate
FragmentedModerateConcentrated
HHI 1,727Leader 31.3%Top 3 62.5%
Moderately concentrated: the top 3 hold 62.5% of mentions; the leader 31.3%.
Answers behind the ranking
Every engine sampled
- Google AI Mode4
- ChatGPT5
- AI Overviews1
- Gemini5
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