Real ChatGPT answer · index seedvjMwryhQs1scompleteHome services and improvement · contractors and remodelingcomparison

We need to choose between a fixed-rate home equity loan and a cash-out refinance to pay for our roof and siding replacement this year.

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

The searches the AI actually ran for this prompt.

SEED QUERY
We need to choose between a fixed-rate home equity loan and a cash-out refinance to pay for our roof and siding replacement this year.
1 real search · 1 real-search pass
October 2026 average home equity loan rates cash-out refinance mortgage rates United StatesGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
October 2026 average home equity loan rates cash-out refinance mortgage rates United States Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
October 2026 average home equity loan rates cash-out refinance mortgage rates United States
OBSERVED
Google ↗
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