How do I dispute a blatantly inaccurate automated valuation model on my home equity line of credit application that was just denied due to bad data on public real estate websites?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I dispute a blatantly inaccurate automated valuation model on my home equity line of credit application that was just denied due to bad data on public real estate websites?
3 real searches · 1 real-search pass
CFPB HELOC denied automated valuation model inaccurate property data adverse action notice FCRA appraisal copy rights Regulation B valuation copyGoogle ↗
OBSERVEDReason
eCFR Regulation B 12 CFR 1002.14 appraisal valuation copy home equity line of credit applicationGoogle ↗
OBSERVEDReason
CFPB dispute inaccurate consumer report adverse action notice 60 days free report FCRAGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CFPB HELOC denied automated valuation model inaccurate property data adverse action notice FCRA appraisal copy rights Regulation B valuation copy Google ↗
eCFR Regulation B 12 CFR 1002.14 appraisal valuation copy home equity line of credit application Google ↗
CFPB dispute inaccurate consumer report adverse action notice 60 days free report FCRA Google ↗
- What can I do if my credit application was denied because of my credit report? · consumerfinance.gov
- Consumer Financial Protection Circular 2022-03: Adverse action notification requirements in connection with credit decisions based on complex algorithms · consumerfinance.gov
- Using Consumer Reports for Credit Decisions: What to Know About Adverse Action and Risk-Based Pricing Notices · ftc.gov
- How do I dispute an error on my credit report? · consumerfinance.gov
- Interagency Guidance on Reconsiderations of Value of Residential Real Estate Valuations · federalreserve.gov
- 12 CFR § 1002.14 - Rules on providing appraisals and other valuations. | Electronic Code of Federal Regulations (e-CFR) | US Law · law.cornell.edu
- Consumer Financial Protection Bureau’s Official Staff Commentary on Regulation B · federalreserve.gov
- Submit a CFPB complaint · consumerfinance.gov
- FTC reporting portal · reportfraud.ftc.gov
- South Carolina Department of Consumer Affairs · consumer.sc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB HELOC denied automated valuation model inaccurate property data adverse action notice FCRA appraisal copy rights Regulation B valuation copy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
eCFR Regulation B 12 CFR 1002.14 appraisal valuation copy home equity line of credit application OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB dispute inaccurate consumer report adverse action notice 60 days free report FCRA OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |