Real ChatGPT answer · index seed3uzjJEixwYkcompleteFinance and banking · credit scores and repaircomparison
Is Credit Karma debt monitoring better than what my bank offers through their mobile app for catching fraudulent accounts early
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Credit Karma debt monitoring better than what my bank offers through their mobile app for catching fraudulent accounts early
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Credit Karma free credit monitoring TransUnion Equifax new accounts hard inquiries official Google ↗
bank credit monitoring mobile app new accounts credit bureau monitoring differences CFPB identity theft credit freeze Google ↗
- Free Credit Monitoring Services · creditkarma.com
- How does Credit Karma work? · creditkarma.com
- What is a credit monitoring service? · consumerfinance.gov
- Equifax · equifax.com
- Experian · experian.com
- TransUnion · transunion.com
- What is a credit freeze or security freeze on my credit report? · consumerfinance.gov
- What do I do if I am a victim of identity theft? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Credit Karma free credit monitoring TransUnion Equifax new accounts hard inquiries official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
bank credit monitoring mobile app new accounts credit bureau monitoring differences CFPB identity theft credit freeze OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |