How much do companies typically spend on salary benchmarking data subscriptions and are free government databases actually useful
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much do companies typically spend on salary benchmarking data subscriptions and are free government databases actually useful
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 survey data subscription pricing compensation software Radford Mercer WTW Payscale 2025 2026 cost Google ↗
free government salary wage databases BLS OEWS O*NET usefulness limitations employer compensation benchmarking Google ↗
- Salary Survey Providers · wagelist.com
- Salary Survey Cost · wagelist.com
- Actual Payscale Pricing 2026 | See How We Help You Pay Less · spendhound.com
- Frequently Asked Questions : U.S. Bureau of Labor Statistics · bls.gov
- Access BLS wage data · bls.gov
- Access O*NET · onetonline.org
- Access CareerOneStop · careeronestop.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
salary benchmarking survey data subscription pricing compensation software Radford Mercer WTW Payscale 2025 2026 cost OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
free government salary wage databases BLS OEWS O*NET usefulness limitations employer compensation benchmarking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |