Real ChatGPT answer · index seed8ODlRyfFjFMcompleteFinance and banking · credit scores and repaircommercial

What do consumer financial protection bureau reports say about the success rates of top tier credit repair services versus executing a strict DIY dispute campaign?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do consumer financial protection bureau reports say about the success rates of top tier credit repair services versus executing a strict DIY dispute campaign?
3 real searches · 1 real-search pass
site:consumerfinance.gov credit repair organizations report success rates dispute errors credit reports CFPBGoogle ↗
OBSERVED
site:consumerfinance.gov credit repair companies complaints dispute outcomes credit repair organizationsGoogle ↗
OBSERVED
site:ftc.gov credit repair organizations study success rates DIY dispute credit reportGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
site:consumerfinance.gov credit repair organizations report success rates dispute errors credit reports CFPB Google ↗
site:consumerfinance.gov credit repair companies complaints dispute outcomes credit repair organizations Google ↗
site:ftc.gov credit repair organizations study success rates DIY dispute credit report Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:consumerfinance.gov credit repair organizations report success rates dispute errors credit reports CFPB
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:consumerfinance.gov credit repair companies complaints dispute outcomes credit repair organizations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:ftc.gov credit repair organizations study success rates DIY dispute credit report
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1