What is the exact process for disputing a billing error where a software vendor overcharged my company credit card by accident?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the exact process for disputing a billing error where a software vendor overcharged my company credit card by accident?
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
U.S. business credit card billing error dispute process business account billing rights Fair Credit Billing Act corporate card issuer dispute deadline Google ↗
FTC Fair Credit Billing Act business credit cards not covered billing errors business accounts Google ↗
- How do I dispute a charge on my credit card bill? · consumerfinance.gov
- Using Credit Cards and Disputing Charges · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. business credit card billing error dispute process business account billing rights Fair Credit Billing Act corporate card issuer dispute deadline OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC Fair Credit Billing Act business credit cards not covered billing errors business accounts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |