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What are the most common mistakes beginners make when trying to recover from a duplicate content penalty on their blog?

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 most common mistakes beginners make when trying to recover from a duplicate content penalty on their blog?
3 real searches · 1 real-search pass
Google Search Central duplicate content penalty duplicate content canonicalization manual action documentationGoogle ↗
OBSERVEDReason
Google Search Central duplicate content no duplicate content penalty canonicalization site:developers.google.com/search/docsGoogle ↗
OBSERVEDYes / no
Google Search Central spam policies scaled content abuse scraping duplicate content site:developers.google.com/search/docsGoogle ↗
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%DefinitionInstructionYes / no33%

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 content penalty duplicate content canonicalization manual action documentation Google ↗
Google Search Central duplicate content no duplicate content penalty canonicalization site:developers.google.com/search/docs Google ↗
Google Search Central spam policies scaled content abuse scraping duplicate content site:developers.google.com/search/docs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central duplicate content penalty duplicate content canonicalization manual action documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central duplicate content no duplicate content penalty canonicalization site:developers.google.com/search/docs
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Google Search Central spam policies scaled content abuse scraping duplicate content site:developers.google.com/search/docs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1