Which career development platforms provide the most accurate benchmarks for tech salaries under the latest pay transparency laws across major US metro areas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which career development platforms provide the most accurate benchmarks for tech salaries under the latest pay transparency laws across major US metro areas?
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
2026 US state and city pay transparency laws salary range job postings requirements effective dates major metros Google ↗
salary benchmarking platforms methodology Levels.fyi Glassdoor Payscale LinkedIn Salary Indeed salary data methodology 2025 2026 Google ↗
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Levels.fyi · levels.fyi
- Our Methodology and Data · payscale.com
- Payscale · payscale.com
- Navigating pay transparency: a closer look at employer pay ranges · glassdoor.com
- Glassdoor Salaries · glassdoor.com
- Indeed Data Frequently Asked Questions · hiringlab.indeed.com
- Indeed Myths vs. Facts: Pricing, Job Posts and Applications · indeed.com
- Indeed Career Salaries · indeed.com
- Compensation insights in Talent Pool Reports · linkedin.com
- LinkedIn Salary · linkedin.com
- Compensation Research & Insights · salary.com
- Compensation Surveys Data & Salary Surveys · salary.com
- Salary.com · salary.com
- US pay transparency laws by state and locality · brightmine.com
- Pay transparency laws by state: posting requirements · job.com
- May 2025 Metropolitan and Nonmetropolitan Area Occupational Employment and Wage Estimates · bls.gov
- Occupational Employment and Wages Summary · bls.gov
- Explore BLS metro-area salary data · bls.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US state and city pay transparency laws salary range job postings requirements effective dates major metros OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
salary benchmarking platforms methodology Levels.fyi Glassdoor Payscale LinkedIn Salary Indeed salary data methodology 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |