Real ChatGPT answer · index seedzRGBDxCRh88completeHome services and improvement · roofinglocal

Can you list local roofing contractors in Carmichael that have financing partnerships with credit unions offering reasonable rates for roof repairs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list local roofing contractors in Carmichael that have financing partnerships with credit unions offering reasonable rates for roof repairs?
1 real search · 1 real-search pass
Carmichael CA roofing contractors roof repair financing credit union partnerships contractor financing ratesGoogle ↗
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
Carmichael CA roofing contractors roof repair financing credit union partnerships contractor financing rates Google ↗
  1. Roof Financing Options & Calculator · titanroofusa.com
  2. Financing · carmichaelroof.com
  3. Carmichael Roofing Inc Home · carmichaelroof.com
  4. Roofer Carmichael | Remodeling · yanceyhomeimprovements.com
  5. Roof Installation and Replacement Carmichael CA · yanceyhomeimprovements.com
  6. View financing · yanceyhomeimprovements.com
  7. GoGreen Financing Q1 2024 Report · treasurer.ca.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Carmichael CA roofing contractors roof repair financing credit union partnerships contractor financing rates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1