What are the key differences in liability protection when choosing an LLC over a sole proprietorship for an independent management consultant working with Chicago startups
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the key differences in liability protection when choosing an LLC over a sole proprietorship for an independent management consultant working with Chicago startups
2 real searches · 1 real-search pass
Illinois Secretary of State LLC limited liability members personal liability Illinois statute 805 ILCS 180/10-10 professional negligence sole proprietorshipGoogle ↗
OBSERVEDReason
Illinois LLC annual report fee registered agent formation official Illinois Secretary of State 2026Google ↗
OBSERVEDInstruction
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Illinois Secretary of State LLC limited liability members personal liability Illinois statute 805 ILCS 180/10-10 professional negligence sole proprietorship Google ↗
Illinois LLC annual report fee registered agent formation official Illinois Secretary of State 2026 Google ↗
- 805 ILCS 180/10-10 · ilga.gov
- 805 ILCS 180/ Limited Liability Company Act. · ilga.gov
- Information for Forming an LLC Online · ilsos.gov
- LLC Annual Report Online · ilsos.gov
- Information for Forming an LLC Online · ilsos.gov
- Article 10 - Members :: 2025 Illinois Compiled Statutes :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Illinois Limited Liability Company Act · ilga.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Illinois Secretary of State LLC limited liability members personal liability Illinois statute 805 ILCS 180/10-10 professional negligence sole proprietorship OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Illinois LLC annual report fee registered agent formation official Illinois Secretary of State 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |