Real ChatGPT answer · index seedakSJiGLUZC8completeHome services and improvement · contractors and remodelinglocal

Who offers the best warranty on shingle roof repairs and emergency leak fixes in the greater Sacramento metropolitan area?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Who offers the best warranty on shingle roof repairs and emergency leak fixes in the greater Sacramento metropolitan area?
1 real search · 1 real-search pass
Sacramento roofing contractors shingle repair emergency leak repair workmanship warranty repair warranty termsGoogle ↗
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). 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
Sacramento roofing contractors shingle repair emergency leak repair workmanship warranty repair warranty terms Google ↗
  1. Roof repair and warranty details · sacramentosignatureroofing.com
  2. Roof Leak Repair in Sacramento, CA · sacramentosignatureroofing.com
  3. Composition Roof Repair in Sacramento, CA · sacramentosignatureroofing.com
  4. Roof Geeks website · roofgeeksca.com
  5. About Us in Sacramento, CA · roofgeeksca.com
  6. Roof Recovery website · roofrecoverysac.com
  7. Shingle Roof Repair in Sacramento · roofrecoverysac.com
  8. Roof Repair in Sacramento, CA · roofrecoverysac.com
  9. Roof Improve website · roofimprove.com
  10. Roof Repair Services in Sacramento, CA · roofimprove.com
  11. California Contractors State License Board · cslb.ca.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sacramento roofing contractors shingle repair emergency leak repair workmanship warranty repair warranty terms
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1