Real ChatGPT answer · index seed0PcsKISLuIMcompleteMarketing and advertising · SEOhowto

What technical changes do I need to make on my website for international SEO when targeting Spanish speaking users in the US and Mexico

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What technical changes do I need to make on my website for international SEO when targeting Spanish speaking users in the US and Mexico
2 real searches · 1 real-search pass
Google Search Central localized versions hreflang language region URLs canonical sitemap international SEO documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central managing multi-regional multilingual sites URL structure geotargeting automatic redirects documentationGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Google Search Central localized versions hreflang language region URLs canonical sitemap international SEO documentation Google ↗
Google Search Central managing multi-regional multilingual sites URL structure geotargeting automatic redirects documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central localized versions hreflang language region URLs canonical sitemap international SEO documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central managing multi-regional multilingual sites URL structure geotargeting automatic redirects documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1