Real ChatGPT answer · index seedrDcB5K7IRpAcompleteRetail and ecommerce · home goods and furniturecommercial

Can you find me user reviews comparing the stability and wobble of the CB2 brass bookshelf versus similar West Elm shelving units when loaded with heavy art books?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find me user reviews comparing the stability and wobble of the CB2 brass bookshelf versus similar West Elm shelving units when loaded with heavy art books?
1 real search · 1 real-search pass
CB2 brass bookshelf user reviews wobble stability heavy books West Elm shelving reviews wobble heavy booksGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
CB2 brass bookshelf user reviews wobble stability heavy books West Elm shelving reviews wobble heavy books Google ↗
  1. West Elm product details · westelm.com
  2. West Elm product details · westelm.com
  3. Profile Bookcase (18") · westelm.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CB2 brass bookshelf user reviews wobble stability heavy books West Elm shelving reviews wobble heavy books
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
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