Real ChatGPT answer · index seedKPXHPQfjZ0McompleteMarketing and advertising · SEOhowto

How should I structure keyword mapping for an international expansion into Germany and France without cannibalizing our main English domain authority starting today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How should I structure keyword mapping for an international expansion into Germany and France without cannibalizing our main English domain authority starting today?
2 real searches · 1 real-search pass
Google Search Central managing multi-regional and multilingual sites hreflang URL structure canonical localized pagesGoogle ↗
OBSERVEDOther / navigational
Google Search Central localized versions pages hreflang self canonical international SEOGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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 managing multi-regional and multilingual sites hreflang URL structure canonical localized pages Google ↗
Google Search Central localized versions pages hreflang self canonical international SEO Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central managing multi-regional and multilingual sites hreflang URL structure canonical localized pages
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central localized versions pages hreflang self canonical international SEO
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1