Real ChatGPT answer · index seed63hydoNwwUQcompleteMarketing and advertising · SEOcommercial

What are the current industry standards for setting up hreflang attributes correctly on Shopify domains using country code top level domains?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current industry standards for setting up hreflang attributes correctly on Shopify domains using country code top level domains?
3 real searches · 1 real-search pass
Google Search Central localized versions hreflang annotations x-default self-referencing canonical current documentationGoogle ↗
OBSERVEDOther / navigational
Shopify international domains hreflang automatic Shopify Markets country domains documentationGoogle ↗
OBSERVEDOther / navigational
Shopify hreflang country code top-level domains SEO best practices reciprocal tags canonical URLsGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Google Search Central localized versions hreflang annotations x-default self-referencing canonical current documentation Google ↗
Shopify international domains hreflang automatic Shopify Markets country domains documentation Google ↗
Shopify hreflang country code top-level domains SEO best practices reciprocal tags canonical URLs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central localized versions hreflang annotations x-default self-referencing canonical current documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify international domains hreflang automatic Shopify Markets country domains documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify hreflang country code top-level domains SEO best practices reciprocal tags canonical URLs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1