Real ChatGPT answer · index seedIChQpPNMpa0completeMarketing and advertising · SEOhowto

We translated our roofing contractor site into Spanish for the local market but Google is ignoring the alternate URLs so how do I audit our hreflang implementation?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We translated our roofing contractor site into Spanish for the local market but Google is ignoring the alternate URLs so how do I audit our hreflang implementation?
1 real search · 1 real-search pass
Google Search Central localized versions hreflang reciprocal links self referencing canonical sitemap guidelinesGoogle ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Google Search Central localized versions hreflang reciprocal links self referencing canonical sitemap guidelines Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central localized versions hreflang reciprocal links self referencing canonical sitemap guidelines
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1