I need help figuring out how to dispute a billing error on my credit card statement because an airline refused to refund our canceled family tickets
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need help figuring out how to dispute a billing error on my credit card statement because an airline refused to refund our canceled family tickets
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). 1 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 Department of Transportation airline canceled flight refund passenger declines alternative transportation automatic refund rule 2024 official Google ↗
CFPB credit card billing error dispute 60 days written notice official Google ↗
- How do I dispute a charge on my credit card bill? · consumerfinance.gov
- Using Credit Cards and Disputing Charges · consumer.ftc.gov
- Refunds · transportation.gov
- What Airline Passengers Need to Know About DOT’s Automatic Refund Rule · transportation.gov
- DOT Airline Consumer Complaint Form · transportation.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US Department of Transportation airline canceled flight refund passenger declines alternative transportation automatic refund rule 2024 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB credit card billing error dispute 60 days written notice official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |