Real ChatGPT answer · index seedKQxHMnYeI44completeCareers and HR · interviewscommercial

How much do contract-to-hire arrangements typically cost companies compared to direct full-time hiring, and which option is safer for someone worried about upcoming layoffs?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much do contract-to-hire arrangements typically cost companies compared to direct full-time hiring, and which option is safer for someone worried about upcoming layoffs?
2 real searches · 1 real-search pass
US staffing agency contract employee markup typical 25 60 percent direct hire placement fee 15 25 percent salary contract to hire conversion feeGoogle ↗
OBSERVEDComparison
contract to hire employee job security layoffs temporary workers protections at will employment WARN Act officialGoogle ↗
OBSERVEDConsequence

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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
US staffing agency contract employee markup typical 25 60 percent direct hire placement fee 15 25 percent salary contract to hire conversion fee Google ↗
contract to hire employee job security layoffs temporary workers protections at will employment WARN Act official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US staffing agency contract employee markup typical 25 60 percent direct hire placement fee 15 25 percent salary contract to hire conversion fee
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
contract to hire employee job security layoffs temporary workers protections at will employment WARN Act official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1