Real ChatGPT answer · index seedc46q5REfIaQcompleteHome services and improvement · roofinglocal

Who are the top rated roofing contractors in the San Gabriel Valley who have specific expertise working with historic slate and clay tile roofs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Who are the top rated roofing contractors in the San Gabriel Valley who have specific expertise working with historic slate and clay tile roofs?
1 real search · 1 real-search pass
San Gabriel Valley California roofing contractors historic slate clay tile roof restoration specialistGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
San Gabriel Valley California roofing contractors historic slate clay tile roof restoration specialist Google ↗
  1. California First Roofing · californiafirstroofingla.com
  2. San Gabriel Valley Roofing · sangabrielvalleyroofing.com
  3. California Contractors State License Board · cslb.ca.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
San Gabriel Valley California roofing contractors historic slate clay tile roof restoration specialist
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1