Real ChatGPT answer · index seedJJ5xfyFRHbccompleteHome services and improvement · roofinglocal

How do I apply for a home equity loan or personal loan to finance a new roof with the lowest interest rates right now?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I apply for a home equity loan or personal loan to finance a new roof with the lowest interest rates right now?
3 real searches · 1 real-search pass
October 2026 current home equity loan rates Texas Houston credit unions APR personal loan rates 2026Google ↗
OBSERVED
Houston Texas credit union home equity loan rates official TDECU Smart Financial Credit Union 2026Google ↗
OBSERVED
personal loan rates October 2026 lowest APR LightStream SoFi officialGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
October 2026 current home equity loan rates Texas Houston credit unions APR personal loan rates 2026 Google ↗
Houston Texas credit union home equity loan rates official TDECU Smart Financial Credit Union 2026 Google ↗
personal loan rates October 2026 lowest APR LightStream SoFi official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
October 2026 current home equity loan rates Texas Houston credit unions APR personal loan rates 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Houston Texas credit union home equity loan rates official TDECU Smart Financial Credit Union 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
personal loan rates October 2026 lowest APR LightStream SoFi official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1