Real ChatGPT answer · index seedyrfetck3cuocompleteCareers and HR · freelancinginformational

What legal liabilities do I face as a sole proprietor versus an LLC if a freelance web development project goes completely sideways with a client?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What legal liabilities do I face as a sole proprietor versus an LLC if a freelance web development project goes completely sideways with a client?
3 real searches · 1 real-search pass
Ohio Secretary of State LLC limited liability member personally liable own wrongful acts Ohio Revised Code 1706.26 1706.31Google ↗
OBSERVEDReason
Ohio sole proprietorship personal liability business debts contract negligence legal resources OhioGoogle ↗
OBSERVEDReason
Ohio Revised Code 1706.26 member manager liability LLCGoogle ↗
OBSERVEDYes / no

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 / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no33%

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
Ohio Secretary of State LLC limited liability member personally liable own wrongful acts Ohio Revised Code 1706.26 1706.31 Google ↗
Ohio sole proprietorship personal liability business debts contract negligence legal resources Ohio Google ↗
Ohio Revised Code 1706.26 member manager liability LLC Google ↗
  1. Section 1706.26 - Ohio Revised Code · codes.ohio.gov
  2. Chapter 1706 - Ohio Revised Code · codes.ohio.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio Secretary of State LLC limited liability member personally liable own wrongful acts Ohio Revised Code 1706.26 1706.31
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ohio sole proprietorship personal liability business debts contract negligence legal resources Ohio
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ohio Revised Code 1706.26 member manager liability LLC
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1