Real ChatGPT answer · index seedvOtEsM6JwbccompleteLegalhowto

Are debt consolidation companies actually regulated by the FTC and do they work better than filing Chapter 13 for a struggling sole proprietorship.

ChatGPTgpt-63 queries1h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are debt consolidation companies actually regulated by the FTC and do they work better than filing Chapter 13 for a struggling sole proprietorship.
3 real searches · 1 real-search pass
FTC debt relief services Telemarketing Sales Rule advance fees official consumer adviceGoogle ↗
OBSERVEDOther / navigational
U.S. Courts Chapter 13 sole proprietor business debts individual regular income debt limits officialGoogle ↗
OBSERVEDReason
U.S. Courts Chapter 11 Subchapter V small business debtor sole proprietorship officialGoogle ↗
OBSERVEDDefinition

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 fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 3 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 1 of 3 queries (33%)33%Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 0 of 3 queries (0%)Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 3 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 1 of 3 queries (33%)33%Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 1 of 3 queries (33%)33%Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 0 of 3 queries (0%)Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 0 of 3 queries (0%)

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
FTC debt relief services Telemarketing Sales Rule advance fees official consumer advice Google ↗
U.S. Courts Chapter 13 sole proprietor business debts individual regular income debt limits official Google ↗
U.S. Courts Chapter 11 Subchapter V small business debtor sole proprietorship official Google ↗
6 cited sources
  1. Chapter 13 · www.uscourts.gov
  2. What is the difference between credit counseling and debt settlement, debt consolidation, or credit repair? · www.consumerfinance.gov
  3. Debt Relief Services & the Telemarketing Sales Rule: A Guide for Business · www.ftc.gov
  4. 5.17.11 Chapter 13 Bankruptcy (Individuals with Regular Income) and Chapter 12 Bankruptcy (Family Farmers or Fishermen with Regular Income) · www.irs.gov
  5. Publication 4681 (2025), Canceled Debts, Foreclosures, Repossessions, and Abandonments · www.irs.gov
  6. Publication 908 (2025), Bankruptcy Tax Guide · www.irs.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC debt relief services Telemarketing Sales Rule advance fees official consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
U.S. Courts Chapter 13 sole proprietor business debts individual regular income debt limits official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
U.S. Courts Chapter 11 Subchapter V small business debtor sole proprietorship official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
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