Real ChatGPT answer · index seedYkP0DsiC1gkcompleteCareers and HR · freelancingcommercial

Where can I find legitimate remote software engineering gigs that are open to people who are just starting out as independent contractors instead of full time employees?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find legitimate remote software engineering gigs that are open to people who are just starting out as independent contractors instead of full time employees?
2 real searches · 1 real-search pass
legitimate freelance software engineering platforms beginner independent contractors contract developer jobs Upwork Contra Toptal Gun.io 2026Google ↗
OBSERVEDOther / navigational
remote contract software engineer job boards 1099 freelance developer platforms 2026Google ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
legitimate freelance software engineering platforms beginner independent contractors contract developer jobs Upwork Contra Toptal Gun.io 2026 Google ↗
remote contract software engineer job boards 1099 freelance developer platforms 2026 Google ↗
  1. upwork.com · upwork.com
  2. contra.com · contra.com
  3. fiverr.com · fiverr.com
  4. peopleperhour.com · peopleperhour.com
  5. freelancer.com · freelancer.com
  6. We Work Remotely · weworkremotely.com
  7. Remote OK · remoteok.com
  8. Wellfound · wellfound.com
  9. FlexJobs · flexjobs.com
  10. Working Nomads · workingnomads.com
  11. Dynamite Jobs · dynamitejobs.com
  12. Arc.dev · arc.dev
  13. Lemon.io · lemon.io
  14. Gun.io · gun.io
  15. Toptal · toptal.com
  16. Codeable · codeable.io
  17. Best Remote Job Boards for Software Engineers in 2026 · roamjobs.com
  18. Find Work · gun.io
  19. Freelancing Sites to Hire Web Developers in 2026 · lemon.io
  20. Hacker News · news.ycombinator.com
  21. Y Combinator Work at a Startup · workatastartup.com
  22. Reddit r/forhire · reddit.com
  23. Reddit r/freelance_forhire · reddit.com
  24. Best Remote Job Boards for Software Engineers (2026) · remotehunt.app
  25. Jobs · buildandcertify.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
legitimate freelance software engineering platforms beginner independent contractors contract developer jobs Upwork Contra Toptal Gun.io 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
remote contract software engineer job boards 1099 freelance developer platforms 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1