Real ChatGPT answer · index seedKxZDXjXmQngcompleteFinance and banking · credit scores and repairinformational
How much does a credit builder loan cost in total fees compared to the actual score increase you usually get?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a credit builder loan cost in total fees compared to the actual score increase you usually get?
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
credit builder loan typical fees total cost Self credit builder loan fees 2026 CFPB credit score impact study Google ↗
credit builder loan effect credit score average increase study 2020 2021 credit builder loan randomized study Google ↗
- Targerting Credit Builder Loans full report 07 10 2020 · files.consumerfinance.gov
- CFPB Study Shows Financial Product Could Help Consumers Build Credit · consumerfinance.gov
- Credit Building or Credit Crumbling? A Credit Builder Loan’s Effects on Consumer Behavior and Market Efficiency in the United States | The Review of Financial Studies · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
credit builder loan typical fees total cost Self credit builder loan fees 2026 CFPB credit score impact study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
credit builder loan effect credit score average increase study 2020 2021 credit builder loan randomized study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |