Real ChatGPT answer · index seedEbp6OYiGX2EcompleteHome services and improvement · contractors and remodelingcomparison

Should I hire a national chain or a local family-owned contractor near me to build a custom backyard storage shed?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Should I hire a national chain or a local family-owned contractor near me to build a custom backyard storage shed?
1 real search · 1 real-search pass
Bryan Texas custom backyard storage shed builders local contractors vs national shed companies reviews warrantyGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Bryan Texas custom backyard storage shed builders local contractors vs national shed companies reviews warranty Google ↗
  1. Website · jmtexas.net
  2. Sheds | Portable Buildings · jmtexas.net
  3. Website · portablebuildingsbcs.com
  4. About Us · portablebuildingsbcs.com
  5. Website · lelandssheds.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bryan Texas custom backyard storage shed builders local contractors vs national shed companies reviews warranty
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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