Real ChatGPT answer · index seedSyjVyyqT2HIcompleteFinance and banking · credit scores and repaircommercial

How do I know if a credit repair company online is a total scam versus a legitimate accredited business helping people fix report errors?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I know if a credit repair company online is a total scam versus a legitimate accredited business helping people fix report errors?
3 real searches · 1 real-search pass
FTC credit repair organizations upfront fees CROA consumer advice officialGoogle ↗
OBSERVED
CFPB credit repair companies warning signs consumer advice officialGoogle ↗
OBSERVED
Georgia credit repair services law registration bonding attorney general consumer protectionGoogle ↗
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
FTC credit repair organizations upfront fees CROA consumer advice official Google ↗
CFPB credit repair companies warning signs consumer advice official Google ↗
Georgia credit repair services law registration bonding attorney general consumer protection Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC credit repair organizations upfront fees CROA consumer advice official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CFPB credit repair companies warning signs consumer advice official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia credit repair services law registration bonding attorney general consumer protection
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1