Real ChatGPT answer · index seedN45JzetDQ5EcompleteCareers and HR · hiring and recruitinginformational

How can our small business conduct a salary benchmarking study without hiring an expensive compensation consultant

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can our small business conduct a salary benchmarking study without hiring an expensive compensation consultant
2 real searches · 1 real-search pass
free salary benchmarking resources small business employer BLS OEWS occupational wages 2026 salary dataGoogle ↗
OBSERVEDReason
salary data tools employer compensation benchmarking small business free resources Payscale Salary.com GlassdoorGoogle ↗
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
free salary benchmarking resources small business employer BLS OEWS occupational wages 2026 salary data Google ↗
salary data tools employer compensation benchmarking small business free resources Payscale Salary.com Glassdoor Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free salary benchmarking resources small business employer BLS OEWS occupational wages 2026 salary data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
salary data tools employer compensation benchmarking small business free resources Payscale Salary.com Glassdoor
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1