How are federal courts interpreting the ABC test for independent contractor vs employee classification when auditing remote software engineering teams based in California?
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The searches the AI actually ran for this prompt.
SEED QUERY
How are federal courts interpreting the ABC test for independent contractor vs employee classification when auditing remote software engineering teams based in California?
3 real searches · 1 real-search pass
2025 California ABC test federal courts software engineers independent contractor classification Ninth Circuit AB5 remote workers casesGoogle ↗
OBSERVEDReason
California Labor Code sections 2775 2776 2778 software developer professional services exemption ABC test officialGoogle ↗
OBSERVEDOther / navigational
Ninth Circuit California ABC test federal court Dynamex Vazquez Jan-Pro Prong B usual course businessGoogle ↗
OBSERVEDOther / navigational
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
2025 California ABC test federal courts software engineers independent contractor classification Ninth Circuit AB5 remote workers cases Google ↗
California Labor Code sections 2775 2776 2778 software developer professional services exemption ABC test official Google ↗
Ninth Circuit California ABC test federal court Dynamex Vazquez Jan-Pro Prong B usual course business Google ↗
- Independent contractors · dir.ca.gov
- California Labor Code § 2775 (2025) :: 2025 California Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Vazquez v. Jan-Pro Franchising Int’l 39 · cdn.ca9.uscourts.gov
- Vazquez v. Jan-Pro Franchising International, Inc., No. 17-16096 (9th Cir. 2021) :: Justia · law.justia.com
- OLSON v. STATE OF CALIFORNIA 7 · cdn.ca9.uscourts.gov
- LYDIA OLSON, ET AL V. STATE OF CALIFORNIA, ET AL, No. 21-55757 (9th Cir. 2024) :: Justia · law.justia.com
- ABC Test · labor.ca.gov
- IN THE SUPREME COURT OF CALIFORNIA · supreme.courts.ca.gov
- Independent contractors · dir.ca.gov
- California Labor Code § 2776 (2025) :: 2025 California Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- California Labor Code § 2778 (2025) :: 2025 California Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Fact Sheet 13: Employment Relationship Under the Fair Labor Standards Act (FLSA) · dol.gov
- Frequently Asked Questions - Final Rule: Employee or Independent Contractor Classification Under the FLSA · dol.gov
- Small Entity Compliance Guide · dol.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 California ABC test federal courts software engineers independent contractor classification Ninth Circuit AB5 remote workers cases OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California Labor Code sections 2775 2776 2778 software developer professional services exemption ABC test official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Ninth Circuit California ABC test federal court Dynamex Vazquez Jan-Pro Prong B usual course business OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |