Real ChatGPT answer · index seedtVNnHMUzUDkcompleteMarketing and advertising · SEOcomparison

Is it better to use 301 redirects or canonical tags for identical product variants when cleaning up an ecommerce architecture today?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to use 301 redirects or canonical tags for identical product variants when cleaning up an ecommerce architecture today?
2 real searches · 1 real-search pass
Google Search Central canonicalization redirects duplicate URLs ecommerce product variants 2026Google ↗
OBSERVEDReason
Google Search Central ecommerce URL structure product variants canonical tags faceted navigationGoogle ↗
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 / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central canonicalization redirects duplicate URLs ecommerce product variants 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Search Central ecommerce URL structure product variants canonical tags faceted navigation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1