Compare · Google taxonomy #2895
Vehicle Cleaning
Limpieza de vehículos · Vehicles & Parts › Vehicle Parts & Accessories › Vehicle Maintenance, Care & Decor
n = 16 answers16 promptsOct 28, 2026Mexico
Limpieza de vehículos
n = 4 answers4 promptsOct 27, 2026Leader Reynera14.3%
United States
Vehicle Cleaning
n = 8 answers8 promptsOct 28, 2026Leader Meguiar's20%
Spain
Limpieza de vehículos
n = 4 answers4 promptsOct 28, 2026Leader Kärcher22.2%
What's different
Generated from the numbers below; each line only appears when both sides have enough data.
Auto-generated
- ChatGPT shows ads in 100% of these answers in Mexico vs 0% in Spain.
- AI demand is 11× higher in the US (13.5K asks a month) than in Spain (1.2K).
- AI answers show a shopping carousel 37.5% of the time in the US, but almost never in Spain (0%).
- A different brand leads in each country: Reynera in Mexico, Meguiar's in the US and Kärcher in Spain.
- Best opportunity: the US, scoring 39 (low) against 15 in Mexico.
- A different store leads the shopping carousels in each country: AutoZone in Mexico, Chemical Guys in the US and Amazon in Spain.
Side by side
Metric
MXMexico
USUnited States
ESSpain
AI asks / month
2.6K
13.5K
1.2K
Google searches / month
6.2K
32.4K
2.9K
Search trend
down −5%
Peak: Apr 2026
down −2%
Peak: Dec 2025
down −4%
Peak: Dec 2025
Cost per click
MX$4.41
High competition
$0.54
High competition
€0.29
High competition
Shopping carousel
0%
AI Mode 0% · ChatGPT 0%
37.5%
AI Mode 75% · ChatGPT 0%
0%
AI Mode 0% · ChatGPT 0%
Ads in answers
100%
2 ads seen
50%
3 ads seen
0%
0 ads seen
Brands named
7
Top 3 hold 42.9%
10
Top 3 hold 53.3%
7
Top 3 hold 55.6%
Concentration
Not enough data
Needs more answers
Fragmented
HHI 1,289
Not enough data
Needs more answers
Products in carousels
0
No prices seen
10
Median $18.43
0
No prices seen
Opportunity
Low15
Low39
Low31
Brands AI recommends
Top 5 per country, by share of brand mentions.
Mexico
7 brands
United States
10 brands
Stores in the shopping carousels
Who sells the products AI shows, by share of product cards.
Mexico
0 products
United States
10 products
Spain
0 products
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