Real ChatGPT answer · index seedRVxwEPkrbvocompleteCareers and HR · job searchbrand

How does the Google Jobs salary estimator compare to Levels fyi for software engineering roles in New York City right now

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Google Jobs salary estimator compare to Levels fyi for software engineering roles in New York City right now
3 real searches · 1 real-search pass
Google Jobs salary estimator software engineer New York City salary estimate methodology 2026 versus Levels.fyi NYC compensationGoogle ↗
OBSERVEDComparison
Levels.fyi software engineer salary New York City 2026 median total compensationGoogle ↗
OBSERVEDShort fact
Google job search salary estimates methodology salary range data sources 2026Google ↗
OBSERVEDShort fact

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 (3)
Short fact67%Other / navigationalComparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Google Jobs salary estimator software engineer New York City salary estimate methodology 2026 versus Levels.fyi NYC compensation Google ↗
Levels.fyi software engineer salary New York City 2026 median total compensation Google ↗
Google job search salary estimates methodology salary range data sources 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Jobs salary estimator software engineer New York City salary estimate methodology 2026 versus Levels.fyi NYC compensation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Levels.fyi software engineer salary New York City 2026 median total compensation
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Google job search salary estimates methodology salary range data sources 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1