Compare · Google taxonomy #899
Motor Vehicle Parts
Piezas para vehículos motorizados · Vehicles & Parts › Vehicle Parts & Accessories
n = 34 answers34 promptsOct 28, 2026Mexico
Piezas para vehículos motorizados
n = 6 answers6 promptsOct 27, 2026Leader Akrapovič6.3%
United States
Motor Vehicle Parts
n = 22 answers22 promptsOct 28, 2026Leader Bridgestone4.2%
Spain
Piezas para vehículos motorizados
n = 6 answers6 promptsOct 28, 2026Leader Continental13.3%
What's different
Generated from the numbers below; each line only appears when both sides have enough data.
Auto-generated
- AI demand is 31× higher in the US (92.7K asks a month) than in Spain (3K).
- ChatGPT shows ads in 66.7% of these answers in Mexico vs 0% in Spain.
- AI answers show a shopping carousel 16.7% of the time in Mexico, but almost never in Spain (0%).
- Best opportunity: the US, scoring 91 (high) against 60 in Spain.
- A different brand leads in each country: Akrapovič in Mexico, Bridgestone in the US and Continental in Spain.
- A different store leads the shopping carousels in each country: Bodega Aurrera in Mexico and Tire Rack in the US.
Side by side
Metric
MXMexico
USUnited States
ESSpain
AI asks / month
5.1K
92.7K
3K
Google searches / month
12.3K
223.3K
7.2K
Search trend
up +1%
Peak: Sep 2026
down −28%
Peak: Dec 2025
no change 0%
Peak: Dec 2025
Cost per click
MX$1.29
Low competition
$1.92
High competition
€0.47
High competition
Shopping carousel
16.7%
AI Mode 0% · ChatGPT 33.3%
10%
AI Mode 20% · ChatGPT 0%
0%
AI Mode 0% · ChatGPT 0%
Ads in answers
66.7%
2 ads seen
45.5%
5 ads seen
0%
0 ads seen
Brands named
16
Top 3 hold 18.8%
46
Top 3 hold 10.4%
12
Top 3 hold 40%
Concentration
Fragmented
HHI 625
Fragmented
HHI 226
Fragmented
HHI 933
Products in carousels
4
Median MX$3,283
9
Median $268
0
No prices seen
Opportunity
Medium60
High91
Medium60
Brands AI recommends
Top 5 per country, by share of brand mentions.
Mexico
16 brands
United States
46 brands
Stores in the shopping carousels
Who sells the products AI shows, by share of product cards.
United States
9 products
Spain
0 products
No shopping carousel in these answers
Every sampled niche gets the same two prompts in every country, in its language: a short product search in Google AI Mode and a buying question in ChatGPT. Money stays in each country's currency. CPCs for Spain and the United States are converted from MXN with the European Central Bank reference rate of 2026-10-28. How we measure