As someone fresh out of college, I need the best software solution to accurately classify my freelance developers as independent contractors rather than employees.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone fresh out of college, I need the best software solution to accurately classify my freelance developers as independent contractors rather than employees.
3 real searches · 1 real-search pass
2026 United States independent contractor classification software contractor compliance platform Deel Remote Rippling classification assessment IRS DOL rulesGoogle ↗
OBSERVEDOther / navigational
US Department of Labor independent contractor rule 2026 status classification employee independent contractor officialGoogle ↗
OBSERVEDDefinition
IRS independent contractor employee behavioral financial relationship control officialGoogle ↗
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)
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
2026 United States independent contractor classification software contractor compliance platform Deel Remote Rippling classification assessment IRS DOL rules Google ↗
US Department of Labor independent contractor rule 2026 status classification employee independent contractor official Google ↗
IRS independent contractor employee behavioral financial relationship control official Google ↗
- Worksome Compliance · worksome.com
- Independent Contractor Compliance · worksuite.com
- Compliance Made Easy with Worksome Classify · worksome.com
- Navigator IC · compliancehr.com
- Deel · deel.com
- 10 Best Contractor Compliance Software Reviewed in 2026 · peoplemanagingpeople.com
- Best Software for Contractor Compliance in 2026 · talentdesk.io
- Independent contractor (self-employed) or employee? · irs.gov
- Notice of Proposed Rule: Employee or Independent Contractor Status Under the Fair Labor Standards Act, Family and Medical Leave Act, and Migrant and Seasonal Agricultural Worker Protection Act, RIN 1235-AA46 · dol.gov
- U.S. Department of Labor · dol.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 United States independent contractor classification software contractor compliance platform Deel Remote Rippling classification assessment IRS DOL rules OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
US Department of Labor independent contractor rule 2026 status classification employee independent contractor official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
IRS independent contractor employee behavioral financial relationship control official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |