Real ChatGPT answer · index seedH51yj0ZRHrccompleteHome services and improvement · solar panelscomparison

Which is better for a retiree on a fixed income, a solar loan with a low introductory rate or a standard home equity line of credit?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for a retiree on a fixed income, a solar loan with a low introductory rate or a standard home equity line of credit?
3 real searches · 1 real-search pass
CFPB solar financing loans dealer fees introductory rate HELOC variable interest consumer guidanceGoogle ↗
OBSERVEDReason
FTC solar panels financing loans tax credit dealer fees consumer adviceGoogle ↗
OBSERVEDOther / navigational
CFPB home equity line of credit variable rate repayment period risksGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
CFPB solar financing loans dealer fees introductory rate HELOC variable interest consumer guidance Google ↗
FTC solar panels financing loans tax credit dealer fees consumer advice Google ↗
CFPB home equity line of credit variable rate repayment period risks Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB solar financing loans dealer fees introductory rate HELOC variable interest consumer guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC solar panels financing loans tax credit dealer fees consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CFPB home equity line of credit variable rate repayment period risks
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1