Real ChatGPT answer · index seeddDC3u1VxHnMcompleteFinance and banking · credit cardscomparison

Should I add my roommate as an authorized user on my credit card to help them build credit or will that hurt my credit score if they spend too much?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Should I add my roommate as an authorized user on my credit card to help them build credit or will that hurt my credit score if they spend too much?
1 real search · 1 real-search pass
authorized user credit card impact primary cardholder credit score utilization payment history responsible for charges issuer reports credit bureaus CFPB Experian FICOGoogle ↗
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
authorized user credit card impact primary cardholder credit score utilization payment history responsible for charges issuer reports credit bureaus CFPB Experian FICO Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
authorized user credit card impact primary cardholder credit score utilization payment history responsible for charges issuer reports credit bureaus CFPB Experian FICO
OBSERVED
Google ↗
AI Mode ↗
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