Real ChatGPT answer · index seedkN07wWFVHhscompleteMarketing and advertising · SEOcomparison

What is the best way to handle keyword cannibalization on a small business blog, and which tools make this comparison easiest to spot?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to handle keyword cannibalization on a small business blog, and which tools make this comparison easiest to spot?
3 real searches · 1 real-search pass
Google Search Console performance report query pages compare URLs keyword cannibalization documentationGoogle ↗
OBSERVEDComparison
Ahrefs keyword cannibalization report guide Google Search Console identify cannibalizationGoogle ↗
OBSERVEDReason
Semrush keyword cannibalization report position tracking pages tool guideGoogle ↗
OBSERVEDInstruction

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 / navigationalComparison33%ConsequenceReason33%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 Console performance report query pages compare URLs keyword cannibalization documentation Google ↗
Ahrefs keyword cannibalization report guide Google Search Console identify cannibalization Google ↗
Semrush keyword cannibalization report position tracking pages tool guide Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Console performance report query pages compare URLs keyword cannibalization documentation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs keyword cannibalization report guide Google Search Console identify cannibalization
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Semrush keyword cannibalization report position tracking pages tool guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1