I am sixty-two and recently retired from corporate life, but I want to do some freelance consulting. Should I set myself up as a single-member LLC or just remain a sole proprietor for tax purposes?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am sixty-two and recently retired from corporate life, but I want to do some freelance consulting. Should I set myself up as a single-member LLC or just remain a sole proprietor for tax purposes?
2 real searches · 1 real-search pass
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS single member LLC default tax classification Schedule C self employment tax 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Washington state LLC formation annual report fee business licensing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |