Real ChatGPT answer · index seedvIglr7fFUY0completeFinance and banking · credit scores and repaircomparison
Is Credit Karma's auto insurance score estimate reliable when shopping for coverage after a recent credit score drop due to high utilization?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Credit Karma's auto insurance score estimate reliable when shopping for coverage after a recent credit score drop due to high utilization?
3 real searches · 1 real-search pass
Credit Karma auto insurance score estimate how calculated insurance score reliability credit utilizationGoogle ↗
OBSERVED
Tennessee auto insurance credit based insurance score consumer rights credit utilization insurance premiumsGoogle ↗
OBSERVED
NAIC credit based insurance scores utilization consumer guide auto insuranceGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Credit Karma auto insurance score estimate how calculated insurance score reliability credit utilization Google ↗
Tennessee auto insurance credit based insurance score consumer rights credit utilization insurance premiums Google ↗
NAIC credit based insurance scores utilization consumer guide auto insurance Google ↗
- What You Need to Know About Auto Insurance Scores · creditkarma.com
- Credit-Based Insurance Scores FAQs · transunion.com
- Insurance Topics | Credit-Based Insurance Scores · content.naic.org
- Can You Get Car Insurance with Bad Credit? · creditkarma.com
- Tennessee Code § 56-5-207 (2025) - Disclosure of intention to use credit information :: 2025 Tennessee Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Tennessee Code § 56-5-206 (2025) - Incorrect or incomplete credit information :: 2025 Tennessee Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Credit Karma auto insurance score estimate how calculated insurance score reliability credit utilization OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Tennessee auto insurance credit based insurance score consumer rights credit utilization insurance premiums OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NAIC credit based insurance scores utilization consumer guide auto insurance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |