What is the difference between disputing a billing error versus an unauthorized charge on my credit card report according to Regulation Z?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between disputing a billing error versus an unauthorized charge on my credit card report according to Regulation Z?
1 real search · 1 real-search pass
Regulation Z 12 CFR 1026.13 billing error unauthorized use credit card 1026.12(b) 60 days written notice CFPBGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Regulation Z 12 CFR 1026.13 billing error unauthorized use credit card 1026.12(b) 60 days written notice CFPB Google ↗
- 12 CFR § 1026.13 — Billing Error Resolution · consumerfinance.gov
- § 1026.13 12 CFR Ch. X (1–1–25 Edition) · govinfo.gov
- 12 CFR § 1026.13 - Billing error resolution. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- 12 CFR § 1026.12(b) — Liability for Unauthorized Use · consumerfinance.gov
- 12 CFR § 1026.12 - Special credit card provisions. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- § 1026.12 Special credit card provisions. · cfpb.website