Real ChatGPT answer · index seedwZy1LvbSUEocompleteHome services and improvement · roofingbrand

What are the current monthly payment options and interest rates for unsecured home improvement loans through major credit unions for roofing projects?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current monthly payment options and interest rates for unsecured home improvement loans through major credit unions for roofing projects?
2 real searches · 1 real-search pass
major U.S. credit unions unsecured personal loan rates APR terms 2026 official rates Navy Federal PenFed Alliant BECUGoogle ↗
OBSERVEDComparison
credit union personal loan rates current 2026 unsecured loan APR official site home improvementGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
major U.S. credit unions unsecured personal loan rates APR terms 2026 official rates Navy Federal PenFed Alliant BECU Google ↗
credit union personal loan rates current 2026 unsecured loan APR official site home improvement Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
major U.S. credit unions unsecured personal loan rates APR terms 2026 official rates Navy Federal PenFed Alliant BECU
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
credit union personal loan rates current 2026 unsecured loan APR official site home improvement
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1