Real ChatGPT answer · index seedz945mE5efVwcompleteFinance and banking · credit scores and repaircomparison
Which credit repair service has the lowest total cost from start to finish for someone with three medical collections on their TransUnion report
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which credit repair service has the lowest total cost from start to finish for someone with three medical collections on their TransUnion report
1 real search · 1 real-search pass
2026 credit repair companies pricing monthly fee setup fee cancellation medical collections TransUnion Sky Blue Credit Saint Lexington LawGoogle ↗
OBSERVEDComparison
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
2026 credit repair companies pricing monthly fee setup fee cancellation medical collections TransUnion Sky Blue Credit Saint Lexington Law Google ↗
- Best Credit Repair Companies of November 2026 · cnbc.com
- 5 Best Credit Repair Companies of November 2026 · money.com
- Credit Firm · creditfirm.net
- Sky Blue Credit · skybluecredit.com
- How to Read Your Credit Report · transunion.com
- How Long Do Collections Stay on Your Credit Report? · transunion.com
- TransUnion's dispute center · transunion.com
- What is the difference between credit counseling and debt settlement, debt consolidation, or credit repair? · consumerfinance.gov
- How can I tell a credit repair scam from a reputable credit counselor? · consumerfinance.gov