Compare · Google taxonomy #1952
Water Softeners Descalcificadores · Hardware › Plumbing › Water Dispensing & Filtration
n = 6 answers · 6 prompts · Oct 28, 2026 Mexico
Descalcificadores
n = 2 answers · 2 prompts · Oct 27, 2026 Open C Leader Clack 33.3%
United States
Water Softeners
n = 2 answers · 2 prompts · Oct 28, 2026 Open A Leader Antunes 50%
Spain
Descalcificadores
n = 2 answers · 2 prompts · Oct 28, 2026 Open E Leader Equation 25%
What's different Generated from the numbers below; each line only appears when both sides have enough data.
AI demand is 110× higher in the US (45.7K asks a month) than in Mexico (415). Best opportunity: the US, scoring 86 (high) against 36 in Mexico. A different brand leads in each country: Clack in Mexico, Antunes in the US and Equation in Spain. No brand appears in the top 3 of more than one country: each market has its own winners. A different store leads the shopping carousels in each country: Home Depot in the US and Amazon in Spain. Side by side Metric
MX Mexico MXN
US United States USD
ES Spain EUR
no change 0%
Peak: Jan 2026
0%
AI Mode 0% · ChatGPT 0%
0%
AI Mode 0% · ChatGPT 0%
50%
AI Mode 0% · ChatGPT 100%
Not enough data
Needs more answers
Not enough data
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Not enough data
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Brands AI recommends Top 5 per country, by share of brand mentions.
Stores in the shopping carousels Who sells the products AI shows, by share of product cards.
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