Real ChatGPT answer · index seedaGnWEygRIq8completeCareers and HR · job searchcomparison

Between Indeed and LinkedIn Jobs, which site provides more accurate salary transparency and job market data for recent college grads?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Between Indeed and LinkedIn Jobs, which site provides more accurate salary transparency and job market data for recent college grads?
2 real searches · 1 real-search pass
Indeed salary data methodology salary estimates job postings LinkedIn salary insights methodology entry level jobs data comparison 2026Google ↗
OBSERVEDReason
Indeed Hiring Lab job market data methodology LinkedIn Economic Graph labor market data methodology early career graduates salary transparencyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Indeed salary data methodology salary estimates job postings LinkedIn salary insights methodology entry level jobs data comparison 2026 Google ↗
Indeed Hiring Lab job market data methodology LinkedIn Economic Graph labor market data methodology early career graduates salary transparency Google ↗
  1. Indeed Data Frequently Asked Questions · hiringlab.indeed.com
  2. pay-transparency/README.md at main · hiring-lab/pay-transparency · github.com
  3. About · hiringlab.indeed.com
  4. Compensation insights in Talent Pool Reports · linkedin.com
  5. Methodology · economicgraph.linkedin.com
  6. About LinkedIn’s Economic Graph · business.linkedin.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Indeed salary data methodology salary estimates job postings LinkedIn salary insights methodology entry level jobs data comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Indeed Hiring Lab job market data methodology LinkedIn Economic Graph labor market data methodology early career graduates salary transparency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1