What kind of credit card fraud protection do student cards offer compared to premium travel cards if my wallet gets stolen on campus
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of credit card fraud protection do student cards offer compared to premium travel cards if my wallet gets stolen on campus
2 real searches · 1 real-search pass
US credit card unauthorized transactions liability Fair Credit Billing Act $50 Visa Zero Liability Mastercard zero liability American Express fraud protectionGoogle ↗
OBSERVEDOther / navigational
student credit card fraud protection lost stolen card emergency replacement premium travel card purchase protection benefits official issuerGoogle ↗
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 (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
US credit card unauthorized transactions liability Fair Credit Billing Act $50 Visa Zero Liability Mastercard zero liability American Express fraud protection Google ↗
student credit card fraud protection lost stolen card emergency replacement premium travel card purchase protection benefits official issuer Google ↗
- Visa Zero Liability Policy | Cardholder protection benefits · visa.com
- Mastercard Zero Liability Protection for Unauthorized Transactions · mastercard.com
- Lost or Stolen Credit, ATM, and Debit Cards · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US credit card unauthorized transactions liability Fair Credit Billing Act $50 Visa Zero Liability Mastercard zero liability American Express fraud protection OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
student credit card fraud protection lost stolen card emergency replacement premium travel card purchase protection benefits official issuer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |