Real ChatGPT answer · index seedxaTSxsySCUYcompleteCareers and HR · job searchinformational

Why does the salary range on the Google Jobs estimator sometimes differ so drastically from what recruiters offer on LinkedIn?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why does the salary range on the Google Jobs estimator sometimes differ so drastically from what recruiters offer on LinkedIn?
2 real searches · 1 real-search pass
Google Jobs salary estimates methodology salary ranges job postings estimates how calculatedGoogle ↗
OBSERVEDReason
LinkedIn recruiter salary range posted compensation pay transparency employer salary range methodologyGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%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
Google Jobs salary estimates methodology salary ranges job postings estimates how calculated Google ↗
LinkedIn recruiter salary range posted compensation pay transparency employer salary range methodology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Jobs salary estimates methodology salary ranges job postings estimates how calculated
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
LinkedIn recruiter salary range posted compensation pay transparency employer salary range methodology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1