Real ChatGPT answer · index seedCQAVxz0noIccompleteLegal · bankruptcycomparison

is a credit union secured loan better than a secured credit card for someone whose credit score is currently in the five hundreds

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

The searches the AI actually ran for this prompt.

SEED QUERY
is a credit union secured loan better than a secured credit card for someone whose credit score is currently in the five hundreds
1 real search · 1 real-search pass
CFPB secured credit card credit building payment history credit utilization secured loan credit builder loan guidanceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
CFPB secured credit card credit building payment history credit utilization secured loan credit builder loan guidance Google ↗
  1. The Fed · federalreserve.gov
  2. What are some ways to start or rebuild a good credit history? · consumerfinance.gov
  3. How to rebuild your credit · consumerfinance.gov
  4. How do I get and keep a good credit score? · consumerfinance.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB secured credit card credit building payment history credit utilization secured loan credit builder loan guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1