Real ChatGPT answer · index seedVmtYIqHjgfYcompleteLegal · bankruptcycomparison

National Debt Relief or Consolidated Credit which company has fewer hidden fees for people under thirty

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
National Debt Relief or Consolidated Credit which company has fewer hidden fees for people under thirty
3 real searches · 1 real-search pass
National Debt Relief fees 15% 25% enrolled debt no upfront fees official fee disclosureGoogle ↗
OBSERVEDOther / navigational
Consolidated Credit debt management plan fees setup monthly fee official nonprofitGoogle ↗
OBSERVEDComparison
National Debt Relief vs Consolidated Credit complaints hidden fees debt settlement credit counseling FTCGoogle ↗
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 / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
National Debt Relief fees 15% 25% enrolled debt no upfront fees official fee disclosure Google ↗
Consolidated Credit debt management plan fees setup monthly fee official nonprofit Google ↗
National Debt Relief vs Consolidated Credit complaints hidden fees debt settlement credit counseling FTC Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
National Debt Relief fees 15% 25% enrolled debt no upfront fees official fee disclosure
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Consolidated Credit debt management plan fees setup monthly fee official nonprofit
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
National Debt Relief vs Consolidated Credit complaints hidden fees debt settlement credit counseling FTC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1