Real ChatGPT answer · index seed1t3Pxt4m8rscompleteRetail and ecommerce · home goods and furniturelocal

Do CB2 floating shelves require professional installation or can I put them up myself today to hold heavy kitchen ceramic dishes?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do CB2 floating shelves require professional installation or can I put them up myself today to hold heavy kitchen ceramic dishes?
1 real search · 1 real-search pass
CB2 floating shelves installation instructions weight capacity heavy dishes studsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
CB2 floating shelves installation instructions weight capacity heavy dishes studs Google ↗
  1. floating shelf installation guide · lowes.com
  2. AI_Shelf 2ft · assets.weimgs.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CB2 floating shelves installation instructions weight capacity heavy dishes studs
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1