Real ChatGPT answer · index seed9RpZEMBJnbkcompleteCareers and HR · salaries and paycommercial

Show me the best tools and databases for benchmarking compensation when negotiating a counteroffer as a quantitative finance researcher.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Show me the best tools and databases for benchmarking compensation when negotiating a counteroffer as a quantitative finance researcher.
3 real searches · 1 real-search pass
quantitative researcher compensation salary bonus database hedge fund prop trading compensation survey 2026 eFinancialCareers Selby Jennings Options GroupGoogle ↗
OBSERVEDOther / navigational
quant researcher salary compensation data levels.fyi Glassdoor Blind Wall Street Oasis H1B salary database limitationsGoogle ↗
OBSERVEDComparison
quant finance compensation salary guide quantitative research 2025 2026 recruiter reportGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
quantitative researcher compensation salary bonus database hedge fund prop trading compensation survey 2026 eFinancialCareers Selby Jennings Options Group Google ↗
quant researcher salary compensation data levels.fyi Glassdoor Blind Wall Street Oasis H1B salary database limitations Google ↗
quant finance compensation salary guide quantitative research 2025 2026 recruiter report Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
quantitative researcher compensation salary bonus database hedge fund prop trading compensation survey 2026 eFinancialCareers Selby Jennings Options Group
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
quant researcher salary compensation data levels.fyi Glassdoor Blind Wall Street Oasis H1B salary database limitations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
quant finance compensation salary guide quantitative research 2025 2026 recruiter report
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1