Real ChatGPT answer · index seedvUBatXXppHEcompleteCareers and HR · job searchcomparison

Compare the cost and benefits of using an employment agency versus applying directly to remote software developer listings online

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the cost and benefits of using an employment agency versus applying directly to remote software developer listings online
1 real search · 1 real-search pass
United States software developer staffing agency candidate fees employer paid recruitment fee contingency percentage remote jobs direct application adviceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no100%

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
United States software developer staffing agency candidate fees employer paid recruitment fee contingency percentage remote jobs direct application advice Google ↗
  1. Website · roberthalf.com
  2. Website · teksystems.com
  3. Website · motionrecruitment.com
  4. Website · apexsystems.com
  5. Website · randstadusa.com
  6. Find jobs · linkedin.com
  7. Find jobs · indeed.com
  8. Find startup jobs · wellfound.com
  9. Find remote jobs · weworkremotely.com
  10. Find remote jobs · remoteok.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
United States software developer staffing agency candidate fees employer paid recruitment fee contingency percentage remote jobs direct application advice
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1