Contractor versus full time roles in finance tech which option has lower hidden costs for home office deductions
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Contractor versus full time roles in finance tech which option has lower hidden costs for home office deductions
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 home office deduction self-employed employees unreimbursed employee expenses 2026 Publication 587 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS self-employment tax rate 2026 estimated taxes independent contractor OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |