Real ChatGPT answer · index seedf6krBSptoLgcompleteMarketing and advertising · SEOcommercial

How do I systematically identify and resolve cannibalization issues during a complex duplicate content penalty recovery process for a news publisher?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I systematically identify and resolve cannibalization issues during a complex duplicate content penalty recovery process for a news publisher?
3 real searches · 1 real-search pass
Google Search Central duplicate URLs canonicalization duplicate content site ranking Google Search documentationGoogle ↗
OBSERVEDReason
Google Search Central spam policies scaled content abuse site reputation abuse duplicate content news publishersGoogle ↗
OBSERVEDReason
Google News content policies canonical URLs article structured data live blogs news sitemap documentationGoogle ↗
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%ComparisonConsequenceReason67%DefinitionInstructionYes / 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 duplicate URLs canonicalization duplicate content site ranking Google Search documentation Google ↗
Google Search Central spam policies scaled content abuse site reputation abuse duplicate content news publishers Google ↗
Google News content policies canonical URLs article structured data live blogs news sitemap documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central duplicate URLs canonicalization duplicate content site ranking Google Search documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central spam policies scaled content abuse site reputation abuse duplicate content news publishers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google News content policies canonical URLs article structured data live blogs news sitemap documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1