Real ChatGPT answer · index seedaf3ENHfLJy4completeLegal · bankruptcyinformational

Can you compare the total costs and long-term credit impacts of enrolling in a national debt consolidation program versus filing for Chapter 13?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the total costs and long-term credit impacts of enrolling in a national debt consolidation program versus filing for Chapter 13?
3 real searches · 1 real-search pass
CFPB debt management plan debt settlement fees credit impact official guidanceGoogle ↗
OBSERVEDConsequence
U.S. Courts Chapter 13 bankruptcy repayment plan discharge credit report 7 years officialGoogle ↗
OBSERVEDConsequence
FTC debt relief services upfront fees debt settlement risks officialGoogle ↗
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 (3)
Short factOther / navigationalComparison33%Consequence67%ReasonDefinitionInstructionYes / no

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 debt management plan debt settlement fees credit impact official guidance Google ↗
U.S. Courts Chapter 13 bankruptcy repayment plan discharge credit report 7 years official Google ↗
FTC debt relief services upfront fees debt settlement risks official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB debt management plan debt settlement fees credit impact official guidance
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
U.S. Courts Chapter 13 bankruptcy repayment plan discharge credit report 7 years official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
FTC debt relief services upfront fees debt settlement risks official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1