what data sources do people use to check if a promotion raise matches current market standards
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what data sources do people use to check if a promotion raise matches current market standards
2 real searches · 1 real-search pass
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
salary benchmarking data sources compensation surveys BLS O*NET Levels.fyi Glassdoor promotion raise market pay methodology Google ↗
best salary benchmarking data sources compensation surveys Mercer WTW Payscale Salary.com BLS OEWS O*NET 2026 Google ↗
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Our Methodology and Data · payscale.com
- BLS Occupational Employment Statistics · bls.gov
- O*NET Online · onetonline.org
- Department of Labor · dol.gov
- Overview of BLS Statistics on Pay and Benefits : U.S. Bureau of Labor Statistics · bls.gov
- What's My Employee Worth? The Effects of Salary Benchmarking · nber.org
- 2026 Compensation Best Practices Report · d1ai435zjuj0jf.cloudfront.net
- NBER WORKING PAPER SERIES · ricardotruglia.bol.ucla.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
salary benchmarking data sources compensation surveys BLS O*NET Levels.fyi Glassdoor promotion raise market pay methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
best salary benchmarking data sources compensation surveys Mercer WTW Payscale Salary.com BLS OEWS O*NET 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |