Real ChatGPT answer · index seedCZczxi9R2bMcompleteHome services and improvement · roofinglocal

What are the structural weight differences between concrete tiles and lightweight synthetic composite shake roofing materials when retrofitting a home in Pasadena?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the structural weight differences between concrete tiles and lightweight synthetic composite shake roofing materials when retrofitting a home in Pasadena?
2 real searches · 1 real-search pass
Pasadena California roof retrofit concrete tile weight structural requirements building code seismic roof dead load permitGoogle ↗
OBSERVEDReason
synthetic composite shake roofing installed weight pounds per square foot manufacturer specificationsGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%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

ChatGPT2 real searches · gpt-6
Pasadena California roof retrofit concrete tile weight structural requirements building code seismic roof dead load permit Google ↗
synthetic composite shake roofing installed weight pounds per square foot manufacturer specifications Google ↗
  1. CHAPTER 7 ALTERATIONS LEVEL 1 - 2025 CALIFORNIA EXISTING BUILDING CODE, TITLE 24, PART 10 · codes.iccsafe.org
  2. BO105 Alterations · gocodebook.com
  3. Shake · totalcladdingandroofing.com
  4. Enviroshake FAQs · enviroshake.com
  5. Planning and Community Development Permit Center · cityofpasadena.net

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pasadena California roof retrofit concrete tile weight structural requirements building code seismic roof dead load permit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
synthetic composite shake roofing installed weight pounds per square foot manufacturer specifications
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1