What free or low-cost salary benchmarking tools are accurate enough to use during a live job negotiation in the United States?
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The searches the AI actually ran for this prompt.
SEED QUERY
What free or low-cost salary benchmarking tools are accurate enough to use during a live job negotiation in the United States?
2 real searches · 1 real-search pass
best free salary research tools United States BLS OEWS O*NET salary data Levels.fyi Payscale Glassdoor 2026 negotiation accuracyGoogle ↗
OBSERVEDComparison
salary benchmarking tools methodology sample size self reported data BLS OEWS wage estimates limitations occupational geographicGoogle ↗
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)
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
best free salary research tools United States BLS OEWS O*NET salary data Levels.fyi Payscale Glassdoor 2026 negotiation accuracy Google ↗
salary benchmarking tools methodology sample size self reported data BLS OEWS wage estimates limitations occupational geographic Google ↗
- BLS Occupational Employment and Wage Statistics · bls.gov
- Frequently Asked Questions : U.S. Bureau of Labor Statistics · bls.gov
- Technical Notes for May 2024 OEWS Estimates · bls.gov
- Levels.fyi · levels.fyi
- About Levels.fyi · levels.fyi
- Payscale Salary Research · payscale.com
- TEAMS Salary Negotiation Participant Guide 2026 · dol.gov
- Which salary website is actually accurate? 7 compared · payscope.ai
- Salary.com · salary.com
- Glassdoor Salaries · glassdoor.com
- Indeed Salaries · indeed.com
- Free Salary Data: 13 Sources for HR Teams (and When to Upgrade) · salarycube.com
- Am I Underpaid? Free Ways to Check What Your Job Pays · dollarbreak.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best free salary research tools United States BLS OEWS O*NET salary data Levels.fyi Payscale Glassdoor 2026 negotiation accuracy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
salary benchmarking tools methodology sample size self reported data BLS OEWS wage estimates limitations occupational geographic OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |