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How do I troubleshoot missing return links in hreflang implementation across a bilingual WordPress site for my local cleaning business?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I troubleshoot missing return links in hreflang implementation across a bilingual WordPress site for my local cleaning business?
3 real searches · 1 real-search pass
Google Search Central hreflang annotations return links reciprocal self referencing official documentationGoogle ↗
OBSERVEDInstruction
WPML hreflang tags troubleshooting missing return links official documentationGoogle ↗
OBSERVEDReason
Polylang hreflang tags documentation WordPress translated pagesGoogle ↗
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 / navigational33%ComparisonConsequenceReason33%DefinitionInstruction33%Yes / 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 hreflang annotations return links reciprocal self referencing official documentation Google ↗
WPML hreflang tags troubleshooting missing return links official documentation Google ↗
Polylang hreflang tags documentation WordPress translated pages Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central hreflang annotations return links reciprocal self referencing official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
WPML hreflang tags troubleshooting missing return links official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Polylang hreflang tags documentation WordPress translated pages
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1