Real ChatGPT answer · index seedYzi8AnGWUp4completeCareers and HR · freelancingcommercial

What are the best platforms right now for finding vetted remote software developers without paying outrageous agency markup fees?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best platforms right now for finding vetted remote software developers without paying outrageous agency markup fees?
1 real search · 1 real-search pass
best vetted remote software developer hiring platforms 2026 pricing fees Toptal Arc Gun.io Lemon.io TuringGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best vetted remote software developer hiring platforms 2026 pricing fees Toptal Arc Gun.io Lemon.io Turing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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