Real ChatGPT answer · index seedqyzCKxrERQQcompleteMarketing and advertising · SEOlocal

What is the step-by-step implementation guide for hreflang tags on a multilingual Shopify store targeting US and Canadian English markets?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the step-by-step implementation guide for hreflang tags on a multilingual Shopify store targeting US and Canadian English markets?
3 real searches · 1 real-search pass
Shopify Markets hreflang tags automatically generated localized domains subfolders official documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central localized versions hreflang reciprocal canonical self-referencing official documentationGoogle ↗
OBSERVEDOther / navigational
Shopify theme Liquid hreflang tags localization routes request.locale.iso_code officialGoogle ↗
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). 2 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
Shopify Markets hreflang tags automatically generated localized domains subfolders official documentation Google ↗
Google Search Central localized versions hreflang reciprocal canonical self-referencing official documentation Google ↗
Shopify theme Liquid hreflang tags localization routes request.locale.iso_code official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify Markets hreflang tags automatically generated localized domains subfolders official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central localized versions hreflang reciprocal canonical self-referencing official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify theme Liquid hreflang tags localization routes request.locale.iso_code official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1